From 1f6ce38f09f93bdeaad5be96b1200f3057dde0b3 Mon Sep 17 00:00:00 2001
From: Card Cunningham <cclovedoudou@gmail.com>
Date: Thu, 3 Sep 2026 15:48:27 +0800
Subject: [PATCH 01/13] docs(rfc): add RFC-0033 code convergence plan

Planning document for the code reduction effort tracked in #166 and #167:
measured baseline, tracks A-E, design-level changes (flat cross-language
error model after OpenDAL, executor pattern for single-modality providers
after LiteLLM, transport-level replay), defect list, docs reorganization,
dependency order and ledger.
---
 README.md                         |   1 +
 rfc/0033-code-convergence-plan.md | 389 ++++++++++++++++++++++++++++++
 2 files changed, 390 insertions(+)
 create mode 100644 rfc/0033-code-convergence-plan.md

diff --git a/README.md b/README.md
index c7bd386b..4bd7f3e4 100644
--- a/README.md
+++ b/README.md
@@ -379,6 +379,7 @@ Tests run on cassette playback — no network and no keys. See
 | [0027](rfc/0027-model-catalogue-and-list-api.md) | Model catalogue & `list_models` |
 | [0028](rfc/0028-transcription-streaming.md) | Realtime transcription streaming (WS sessions) |
 | [0029](rfc/0029-web-console.md) | `aimux-web` browser console |
+| [0033](rfc/0033-code-convergence-plan.md) | Code convergence plan (providers / FFI / bindings / recording / errors / tests / docs) |
 
 ## Contributing
 
diff --git a/rfc/0033-code-convergence-plan.md b/rfc/0033-code-convergence-plan.md
new file mode 100644
index 00000000..fb0aa631
--- /dev/null
+++ b/rfc/0033-code-convergence-plan.md
@@ -0,0 +1,389 @@
+# RFC-0033: 代码收敛总体规划(providers / FFI / bindings / 录制 / 错误 / 测试 / 文档)
+
+> **Status**: DRAFT
+> **Date**: 2026-09-03
+> **Scope**: 全仓。`aimux-core`、`aimux-provider-utils`、`aimux-providers`、`aimux-ffi`、`bindings/*`、`tools/*`、`docs/`、`rfc/`
+> **Related**: [RFC-0032](0032-provider-protocol-registry.md) 协议驱动注册表(本规划的 providers 骨架)、[RFC-0023](0023-runtime-request-recording.md) 录制回放、[RFC-0001](0001-multilang-bindings.md) 多语言绑定、[RFC-0003](0003-test-cassette.md) cassette、[RFC-0012](0012-source-dedup.md) 上一轮源码精简、[RFC-0017](0017-provider-config-dx.md) 注册表化
+> **跟踪**: [#166](https://github.com/arcships/aimux/issues/166) 删减路线图(逐 PR 勾选)、[#167](https://github.com/arcships/aimux/issues/167) 录制回放完善
+> **参考项目**: pi-ai(协议优先的 provider 组织)、Apache OpenDAL(跨语言错误模型)、LiteLLM(单模态 provider 的 transform 模式)
+> **实施方式**: 本 RFC 是规划文档。实现按 §12 的顺序逐 PR 进行,每个 PR 只做一条;每条都写明了前置、门禁和会丢失的行为,实现者不需要再回到本文以外的上下文。
+
+---
+
+## 1. Motivation
+
+aimux 今天约 25 万行源码(不含 cassette 与文档)。上一轮 RFC-0012 做的是同类代码去重,这一轮针对的是结构性的**乘法**:
+
+- **模态 × provider**:9 个模态 trait,72 个模型实现(17 个 `LanguageModel`、55 个单模态),251 行注册表之外还有 33 个只改 base_url 和 env 名的 wrapper 文件。
+- **provider × 测试**:`aimux-providers/tests` 80,243 行,占该 crate 六成。112 个文件是 AI SDK 每个 provider 自己的 TS 测试的逐个翻译(groq、deepseek、cerebras 各自把 openai chat 的测试再跑一遍),只有 6 个文件回放 cassette。
+- **功能 × FFI × 语言**:109 个 C 导出,每个功能(生成、录制、trace、session、router、MoA、OpenAI 输出格式)都各自穿过 C ABI,再在 7 种语言里各写一份构造函数、错误解码、类型镜像和流泵。类型镜像 18,944 行,约占 Rust 加 binding 源码的 10%。
+- **三种记录格式**:RFC-0003 cassette、RFC-0023 Recording、RFC-0015 TraceRecord 各有自己的结构和匹配器。
+
+pi-ai 的经验是:协议实现是代码,协议选择是数据;测试按协议 × 能力组织,不按 provider。aimux 已经有一半——251 行注册表就是 pi-ai 的 `providers/`——缺的是 `protocol` 这一列,以及把它贯穿到测试、录制、FFI 和 binding 的设计。
+
+**本 RFC 不砍任何功能。** 每个子系统(trace、session、recording、router、MoA、OpenAI 输出格式、模型目录、search 模态、单模态 provider)全部保留,改的是实现方式和暴露方式。
+
+## 2. 原则
+
+1. **cassette 不删。** 2,799 个录制文件是所有 PR 的字节级回放门禁,越往后越依赖它。
+2. **功能不砍,改实现。** 子系统一个不拿;每个子系统从"各自穿 FFI"改为"走统一的 op",从"各自一种记录格式"改为"一种"。
+3. **文档整理不删。** 按受众重排目录,历史归档,链接一次修完。
+4. **一个方向一个 PR。** 基于 `master`,与 PR #164 无交集;先 providers 后 bindings;最高置信度的删减先落地。
+5. **每条都核实过。** 行数重新量过,依赖 grep 过,会丢的行为写在条目旁边。标注**改法**的条目是方向成立但原提案漏了依赖或行为,按改法做,不按原提案。
+6. **测试代码与测试数据分开算。** 删测试代码要在 §8.5 的测试策略定下来之后才做。
+
+## 3. 现状测量(master @ 5e78b54f)
+
+### 3.1 按 crate
+
+| crate / 目录 | 行数 | 备注 |
+|---|---|---|
+| aimux-core | 19,884 | 其中 generate + 9 个模态 trait + 类型约 7,000;recording 2,530 + replay 2,019 + trace 2,642 + openai_output 1,639 + moa 775 + session 715 + router 537 + json_repair 433 + catalogue 310 |
+| aimux-provider-utils | 7,132 | http.rs 2,420 是主体;其余是 TS 一文件一函数的搬运 |
+| aimux-providers | 134,760 | src 约 54,500;tests 80,243(127 个文件);cassette 2,799 个文件另计 |
+| aimux-ffi | 6,472 | 单文件 lib.rs 4,123 行,109 个导出,手写 aimux-ffi.h,无 cbindgen 无漂移门禁 |
+| bindings/node | 15,460 | napi-rs crate,完全绕过 aimux-ffi |
+| bindings/java | 14,555 | JNA,91 个声明,100 个 Builder 内部类 |
+| bindings/flutter | 8,526 | 91 个 dart:ffi 查找 |
+| bindings/go | 8,288 | cgo |
+| bindings/swift | 6,760 | |
+| bindings/kotlin | 6,744 | 第二套完整 JVM binding,与 Java 无 gradle 依赖 |
+| bindings/python | 6,724 | pyo3 crate |
+| tools/aimux-web | 8,712 | rust 2,554 + web 2,665 + 3,111 行类型副本 |
+| tools/aimux-cli | 919 | |
+| tools/aimux-replay | 165 | |
+
+### 3.2 providers 源码
+
+| 模块 | 行数 |
+|---|---|
+| openai/ | 7,606 |
+| anthropic/ | 5,590 |
+| google/ | 4,534 |
+| xai/ | 3,600(chat + responses 两份) |
+| bedrock/ | 3,315 |
+| vertex/ | 3,052(google 与 anthropic 的副本) |
+| cohere/ | 1,758 |
+| mistral/ | 1,519 |
+| huggingface/ | 1,263(responses 副本) |
+| azure/ | 1,040 |
+| open_responses.rs | 1,394 |
+| 32 个单文件单模态 provider | 约 15,000 |
+| provider.rs / provider_name.rs / catalogue.rs / replay.rs | 1,090 / 1,053 / 596 / 458 |
+
+模型实现数:LanguageModel 17、ImageModel 11、SearchModel 11、TranscriptionModel 9、EmbeddingModel 7、VideoModel 7、SpeechModel 6、RerankingModel 4。
+
+### 3.3 providers 测试
+
+| 测试组 | 行数 | 说明 |
+|---|---|---|
+| OpenAI 兼容 fork(groq、deepseek、xai、mistral、azure、openrouter、cerebras、fireworks、deepinfra、moonshotai、alibaba、baseten、perplexity、thin_wrapper 等 16 个文件) | 15,370 | 与 openai chat 测试同构 |
+| responses 家族(openai、open、HF、azure、xai、codex) | 10,024 | 五份副本各测一遍 |
+| 原生协议(openai、anthropic、google、bedrock、cohere、vertex) | 28,886 | 这些就是协议测试;vertex 与 google / anthropic 重复约 2,000 |
+| 单模态(image、speech、transcription、video、embedding、rerank、search、files) | 17,072 | |
+| 横切(conformance、cassette_*、e2e、data_loss、provider_error、replay、list_models 等) | 9,082 | 只有这里回放 cassette |
+
+mock 方式:112 个文件用 wiremock 手写响应体;6 个文件用 `tests/common/replay.rs`(401 行)挂 cassette;cassette 目录 32 个。
+
+### 3.4 FFI 与 bindings 的错误面
+
+AiMuxError 13 个变体 + ApiCallError 6 个字段。C 侧 16 个 `aimux_error_*` 取字段函数(766 行);各语言的错误层:Flutter 705、Node 551、Java 457、Go 359、Kotlin 350、Python 311,合计约 2,700 行。对照 OpenDAL 四种 binding 的错误层合计 596 行(见 §8.1)。
+
+## 4. 轨道 A · 机械整理
+
+五个 PR,互不依赖,不碰 provider 逻辑。
+
+| PR | 做什么 | 行数 | 核实 | 注意 |
+|---|---|---|---|---|
+| A1 | 删 15 个死脚本(`fix_profiles{,2..5}.rs`、`generate_all_providers.py`、`update_lib_rs.py`、`list_wrong_providers.py`、`revert_wrong_inventory.py`、`update_inventory_status.py`、`gen_provider_registry.py`、`gen_vertex_maas_providers.py`、`generate_thin_wrapper_cassettes.py`、`migrate_openai_compatible_*.py`);删 `scripts/fix_tool` workspace 成员;删根 Cargo.toml 无人用的 schemars、proc-macro2、syn、quote | −1,644 | 已核实 | `gen_provider_registry.py` 读的 `openai_compat_registry.rs` 在创建它的同一 commit 里就被删了,从未可运行;`provider.rs:4` 与 `:88` 的提示改成"直接编辑 JSON" |
+| A2 | 删生成的 `ProviderName` 枚举及其语言副本,注册表按字符串;aimux-web 加 4 行 `provider_names()` 迭代器 | −3,483 | 改法 | 生成脚本输出表漏了第 9 份 `tools/aimux-web/web/src/types/ProviderName.ts`(262 行),一并删;`ci.yml` contract-tests job 第一步 `gen_provider_names.py --check` 连着删;Node 自动补全改由 `gen_ts_types.py` 输出字符串字面量联合(约 260 行),不设门禁 |
+| A3 | `provider-inventory/` 4 个文件移到 `archive/`;RFC-0004 标历史 | 42,599 行归档 | 已核实 | 没有代码读它 |
+| A4 | 删 `tools/aimux-web/web/src/types/` 140 个 ts-rs 类型手工副本(138 个与 `bindings/node/src/types` 逐字节相同,`HttpRecord.ts`、`JsonValue.ts` 已漂移);tsconfig paths 指向生成集,或把目录加进 `gen_ts_types.py` 的同步目标 | −3,018 | 改法 | 7 个 `Wire*.ts` 是 web 专有,保留;16 处引用全是 `import type` |
+| A5 | 删 `bindings/flutter/example/` 的 macOS、Windows、Linux 三个平台脚手架 | −2,988 | 改法 | iOS、Android 必须留:CI `flutter-example-build` 在 iOS 模拟器构建后用 `nm -g` 找 `aimux_openai_new`,是 xcframework 强制链接(#25 / #26)的回归门禁 |
+
+核实后**不做**:按模态加 cargo feature(一行不删,只加 CI 轴,`search` 那条会让默认 feature 的 `bindings/node` workspace 编译失败);删 `catalogue.rs` 的模型目录(产品功能,四种 binding 都暴露)。
+
+## 5. 轨道 B · providers 协议化
+
+骨架是 RFC-0032:17 个 `LanguageModel` 归成 6 到 7 个协议臂,注册表行加 `protocol` / `auth` / `params` / `models[]`,33 个 wrapper 退役,responses 家族合并。
+
+### 5.1 写回 RFC-0032 的修正
+
+1. **第 5 步依赖第 1 步,不是并行。** 今天 `provider_handle()` 只返回 chat completions 的 `OpenAIProvider`,`Provider::name()` 硬编码 `"openai"`,responses 的 `provider_options` 键也硬编码 `"openai"`。open_responses / HF / xai 的 responses 合并全踩在这三处上。
+2. **responses 请求构造器不应用 `body_overrides`。** 只有 chat 构造器应用(`openai/convert.rs:1500`)。codex 的 `store: false` 靠 flag 传进去要先补这个口。
+3. **xai chat 和 mistral chat 不是纯 fork。** xai:HTTP 200 里的扁平错误体 `{"error":"msg"}`、缺 usage 时的零值、非包含式缓存 token。mistral:content 数组、`tool_choice: any`、`model_length` 结束原因。这些是 profile 要新增的钩子;openai 的 `ChatCompletionResponse` 字段没有 `serde(default)`,直接换路径会解析失败。合并后可删 500 到 1,700 行,取决于 `convert.rs` 是否折进去,不是固定 650。
+4. **`vertex_ai_*` 合成一行会丢 eu / us 区域主机推导。** 占位符只支持 `{project}` 一类静态替换;`{location}` 要按 global / eu / us / 其他推导三种主机形态。`bedrock_mantle` 同理丢 `AWS_REGION`。
+5. **profile 要能从 JSON 反序列化。** `OpenAICompatProfile.stream_usage_key: Option<&'static str>` 装不进注册表行;先换成 owned 字符串的 serde 结构(pi-ai 的 compat 形状)。
+6. **删 `mistral/model.rs`、`xai/model.rs` 会让 workspace 编译失败。** `aimux-ffi/src/lib.rs`(1190–1242)、`bindings/node/src/lib.rs`(1127、1165)、`bindings/python/src/lib.rs`(497、518)、`tools/aimux-web/src/model_builder.rs`、`tools/aimux-cli/src/probe/provider.rs` 直接调 `MistralProvider::model()` / `XAIProvider::model()`。C2 的转调 shim 和这五处改 `provider()` 必须排在 B4 / B5 之前。
+7. **注册表行不是 7 行。** 加了 `protocol`、嵌套 `auth{kind,env}`、`params{}` 后一行约 11 行,77 个新条目按 850 行算;responses 家族 4,557 行与目标实现只共享 95 到 190 行,参数化重写按 1,000 行算。
+8. **`ProviderRecord` 应等于解析后的注册表行 + protocol。** 这样 RFC-0023 的 `rebuild_provider` 退化为 `provider(name, key)`,27 个 `config_snapshot` 覆盖和 OpenAI 兼容白名单一起消失(见 §8.3)。这条要写进 RFC-0032 的改动面。
+
+### 5.2 PR 序列
+
+| PR | 做什么 | 删 / 建 | 核实 | 门禁 / 会丢什么 |
+|---|---|---|---|---|
+| B1 | `Protocol` 枚举、`AuthKind`、`params`、每协议一个 `XxxConfig::from_resolved`;`provider("anthropic", …)` 可用;`ProviderRecord` 加 `protocol`。纯新增 | 0 / +350 | RFC-0032 §3 | cassette 全绿。同 PR 把 `Provider::name()` 改成返回配置里的名字(1 行),否则 B2 后 openrouter 报 `"openai"` |
+| B2 | `auth.kind = none / bearer_env`,`OpenAIConfig.api_key` 允许为空且不发 Authorization(单独 commit 加测试);33 个 wrapper 变注册表行,删文件、`delegate_list_models!`、`thin_wrapper_config_test.rs` | −4,300 / +850 | 改法 | 丢 `OLLAMA_BASE_URL` 一类"env 里是 URL"的约定,加 `base_url_env` 找回;vertex `{location}` 推导先做;`params` 展开要在 `base_url_has_placeholder()` 拒绝 `{` 之前;`replay.rs` 白名单只删 20 个名字,保留 `"openrouter"`;44 个 pub 类型消失,Rust API 破坏 |
+| B3 | compat flag 改 serde 结构;CI 加 grep:`openai/ anthropic/ google/ bedrock/ cohere/` 里不许出现 provider 名字字面量(今天 `openai/` 已有 14 个 `"groq"`) | 0 / +200 | 两位评审要求 | pi-ai 没这条,漂成 25 个 flag + 31 个 `provider ===` 分支 + 19 处 baseUrl 嗅探 |
+| B4 | mistral chat 走 `openai::model` 的 `execute_*`,4 个 profile 钩子;删 `mistral/{model,convert,types}.rs` | −530 至 −1,160 / +150 | 改法 | 前置 C2 与五处调用点。`execute_*` 内部调 openai 的 `build_request_body`,mistral 构造器会成死代码:要么把 content 数组和 `tool_choice: any` 折进 openai 做 flag,要么只删 `model.rs`。76 个测试的 reasoning id 从 `rc-{nanos}` 变 `reasoning-0`;86 个 cassette 字节比对 |
+| B5 | xai chat 同上:`response_handlers`、citations → `Source`、`search_parameters`、200 里的错误体、可选字段 `serde(default)` | −490 至 −1,700 / +250 | 改法 | 前置同 B4。`xai/responses/convert.rs` 从 `xai::convert` 引了 `remove_additional_properties_false`、`supports_reasoning_effort`(21 行),先搬进 `openai/`。86 个测试固定的 `text-{chunk_id}` / `xai-source-N` id 和零值 usage 全变;62 个 cassette 字节比对 |
+| B6 | responses 家族。先补三个前置(`build_headers` 忽略 `config.headers`、`provider_options_name()` 读配置、构造器应用 `body_overrides`),再按序:azure 壳(−203)→ `open_responses.rs` 变注册表行(−1,396)→ HF(−1,264)→ codex 订阅循环(−259)→ xai responses 只删流循环、保留 provider-tool 适配(−400) | −3,500 / +1,000 | 改法 | HF 不是 open_responses 的子集:`{"huggingface":{"itemId"}}` 元数据、`response.created` → `ResponseMetadata`、`mcp_call` 条目、base64 媒体类型嗅探要进共享实现,否则丢 22 项行为;xai 的 `reasoning_text.delta`、`response.done` 在共享 reducer 加两臂。360 个测试重定向。直接删 `open_responses.rs` 被驳回:会丢 LM Studio 的 Responses 端点 |
+| B7 | vertex:`anthropic_model.rs` 走 `anthropic_*_core`(anthropic_aws 已如此),core 加 `failed_response_handler` 参数;`vertex/model.rs` 走 google 的 `execute_*` 缝 | −870 / +250 | 改法 | google core 8 处硬编码 `"google"` 元数据命名空间,vertex 用 `"googleVertex"`,要参数化;流内 `{type:error}` 后 vertex 今天不发 `Finish`,core 会发,是行为变化 |
+| B8 | 6 份相同的 `build_header_list`(`openai/image.rs` 那份故意不带 Content-Type,保留)、AWS 凭据加载去重、3 份"2xx 里是 JSON 错误"守卫上收到 provider-utils | −170 / 0 | 改法 | 错误文案里的 provider 名字作为参数 |
+| B9 | 32 个单模态 provider 改 §8.2 的执行器模式 | 见 §8.2 | 改法 | 依赖 B2 的 `auth: none` 与 `base_url_env`(searxng 没有 key 只有 `SEARXNG_URL`,今天 `resolve_key` 对空 env_var 直接报错) |
+
+## 6. 轨道 C · FFI 收口
+
+三份设计里评审选了"从 C ABI 往里设计":一个 `spec_json` 构造任意模型,一个 `call(op)` 和一个 `stream(op)` 承载所有操作,错误是一段 JSON。今天 109 个导出(分支 115),目标 9 个。旧导出与新导出并存一个次版本,让 7 个 binding 的迁移不必挤进同一个发布。
+
+```c
+typedef void (*aimux_event_cb)(const char* event_json, void* ctx); /* NULL = 流结束 */
+
+char*    aimux_model_new(const char* spec_json, uint64_t* out_handle);
+char*    aimux_session_new(uint64_t model, uint64_t abort, const char* opts_json, uint64_t* out);
+char*    aimux_call(uint64_t handle, const char* op, const char* request_json, char** out_json);
+char*    aimux_stream(uint64_t handle, uint64_t abort, const char* op, const char* request_json,
+                      aimux_event_cb on_event, void* ctx);
+char*    aimux_session_push(uint64_t session, const uint8_t* data, size_t len);
+uint64_t aimux_abort_new(void);
+void     aimux_abort(uint64_t abort);
+void     aimux_drop(uint64_t handle);
+void     aimux_free_string(char* s);
+
+/* spec_json: {"provider":"anthropic","model":"claude-sonnet-4-5","kind":"language",
+               "api_key"?,"base_url"?,"headers"?,"protocol"?,"params"?:{region,project,location,…}}
+   复合模型是虚拟 provider: {"provider":"router","models":[h1,h2],"config":{…}}
+   错误 JSON 见 §8.1 */
+```
+
+op 是字符串,按 handle 类型分组:语言模型 `generate_text` / `stream_text` / `generate_object` / `generate_text_as_openai` / `stream_text_as_openai`;单模态 `generate_image` / `generate_speech` / `transcribe` / `embed` / `rerank` / `search` / `generate_video` / `upload_file`;handle 0 上的 `configure` 承接日志、录制、trace、session、代理、外部 provider 注册、模型目录;`session_*` 承接 RFC-0028 的实时转写。op 表要有穷举测试(每个 op × 每种 handle 类型),并在 `aimux.h` 和各 binding 里导出为常量。
+
+| PR | 做什么 | 删 / 建 | 核实 | 注意 |
+|---|---|---|---|---|
+| C1 | 新增 9 个导出和 `dispatch.rs`(op → aimux-core 调用,JSON 进出),与旧导出并存 | 0 / +2,200 | 设计已核实 | `lib.rs` 重写按 1,150 行算(导出之间 858 行辅助函数仍需要),`dispatch.rs` 300,头文件加测试 720 |
+| C2 | 40 个按 provider 的构造函数改为对 `model(spec)` 的一行转调(符号不变) | −682 / +120 | 改法 | 保留 api_key 为 NULL 时的确定性错误(Java / Kotlin / Swift 测试拿它当"真实 C ABI 错误"样本);bedrock 的 key / secret / region、vertex 的 project / location 走 `params`。同 PR 重写 `exports_smoke_test.rs`(1,102 行,引用这 40 个符号 29 次);`aimux-ffi.h` 手写,40 条声明手动删 |
+| C3 | 16 个 `aimux_error_*` 取字段函数换成 `aimux_error_json`,保留 code / message 给 C 调用者 | −766 / +40 | 改法 | `retry_ms` 是 `retry_after_hint()` 现算的(含 HTTP 日期解析),不在 serde JSON 里,信封要加派生字段 `retry_after_ms`;分支上还有 6 个 Retry 取字段函数,信封要带 Retry 变体 |
+| C4 | 删旧导出、旧头文件、2,073 行旧 FFI 测试;trace / session / recording / mock / router / moa 家族不删,改成 op | −7,000 / 0 | 改法 | 直接删 `aimux_trace_*`、`aimux_session_*` 被驳回:Go 和 Flutter 文档把它们当五种纯 C ABI 语言的唯一入口。转 op 后 C ABI 仍可达。`next_part` 的 `out_state` 保持原样,不套 JSON 信封(忙轮询路径) |
+
+核实过的两点:一次性转写和文件上传改成 JSON 里的 base64 不多一次拷贝,这两个导出今天就是 base64 的 C 字符串(`lib.rs:2126`、`:2381`);流式路径的裸字节由 `aimux_session_push` 保留。复合模型的子 handle 以整数放在 spec 里,构造时要像 `aimux_router_new` 一样 Arc-clone 子模型,加"构造后 drop 子 handle 仍可生成"的测试。
+
+## 7. 轨道 D · bindings
+
+收口到 9 个符号之后,每种 binding 只剩四个对象:`Model.new(spec)`、`model.call(op, request)`、`model.stream(op, request, abort?)`、`AimuxError`。类型镜像保留为可选的类型化外层,改为生成(D8)。
+
+| 语言 | 外观层今天 | 之后 | 路径 | 核实 |
+|---|---|---|---|---|
+| Go | 2,965 | 450 | cgo 不变;删 44 个 `New*` 和逐字段错误解码 | 已量 |
+| Java | 3,450 | 600 | JNA 声明 91 → 9;一个 `Model` 类。100 个 Builder 内部类(1,594 行)可删,前提是私有全参构造器改 public 或升 Java 17 用 record;九个模态类的 handle 样板抽一个 `NativeHandle` 基类再省 192 行;工厂里 40 处 `requireNonNull` 是文档承诺的 NPE 契约,保留 | Builder 改法 |
+| Kotlin | 4,744 | 300 + 350 | 原提案"整体改为依赖 aimux-java"被驳回:`Errors.kt` 的 sealed `AimuxException` 是文档承诺的穷举 `when` 契约,Java 8 没有 sealed。改法:JNA 接口、Model 外观、多模态外观(约 1,700 行)改依赖 Java 工件;Kotlin 保留 sealed 异常层(350 行)作为映射层,加协程 / Flow 糖;CI 加 kotlin → java 工件依赖边。§8.1 落地后这 350 行也可以缩成对 `kind` 的 when | 改法 |
+| Swift | 1,832 | 400 | 删 31 个静态工厂和 13 个 `fromC` getter;`AsyncThrowingStream` 包 `aimux_stream` | 已量 |
+| Flutter | 2,795 | 630 | 91 个 dart:ffi 查找减到 9。过渡期先用 ffigen 从头文件生成声明(−458 行,RFC-0001 §227 已预授权,91 个符号头文件里都有原型)。两处手写:`openAimuxLibrary` 加载器(iOS 的 `DynamicLibrary.process()` 路径)和 `dropHandlePtr`(把 `aimux_drop_handle` 重解释为 `NativeFinalizer`) | 改法 |
+| Node | 3,514 | 1,200 | 保留 napi-rs(ctypes 式调用会卡事件循环),改为 rlib 依赖 `aimux_ffi::dispatch`,与 C 路径共用 op、spec、错误 JSON。`aimux-ffi` crate-type 已含 rlib;但 node 今天完全绕过 aimux-ffi,是新依赖边,napi 的 tokio 桥与 FFI 全局 runtime 的重入守卫是否冲突未量过。三个 Rust 粘合 crate 共用的"绑定核心"核实后只有 1,500 行(prompt / options 解析、spec、dispatch);Node 的结构化错误类要拿 `Env` 才能构造 JS 异常,`AimuxResult` 和流泵留在 napi 侧 | 改法 |
+| Python | 2,611 | 400 | 设计提议整个 pyo3 crate 换 stdlib ctypes。两位评审要求先做原型:流式要 helper 线程 + queue,ctypes 回调里的异常会被吞,wheel 要按平台捆绑 `libaimux_ffi`。原型不过退回"pyo3 薄层调 dispatch" | 先原型 |
+
+PR:D1 Kotlin(只依赖 Java 工件,不依赖新 ABI,可最早做)→ C1 落地后 Go、Java、Swift、Flutter、Node 各一个 PR(D2–D6)→ Python 原型通过后(D7)→ D8 类型镜像生成。每个 binding PR 只跑自己那条 CI job。
+
+**D8 类型镜像改生成。** aimux-core 的 serde 类型只被机械导出一次(ts-rs → `bindings/node/src/types`,CI 用 `--check` 守着),然后在 Java、Flutter、Swift、Kotlin、Go、Python 六种语言里各手写一份镜像,加 aimux-web 的副本共 18,944 行。每个文件头都写着它抄自哪份 ts 输出;PR #164 的错误类型改动要碰 8 种语言,根源在这。不能先删后补:Go 的 8 个多模态入口只收类型化的 `*XxxCallOptions`,Python 的 `wrapper.py`(1,221 行)要么整个走要么整个留。做法是从同一份 `#[derive(TS)]` 再导出 JSON Schema,按语言生成,把 `gen_ts_types.py --check` 扩展到六种输出。行数不减,手工维护归零。
+
+## 8. 设计层面
+
+### 8.1 错误模型跨语言扁平化(参照 OpenDAL)
+
+**问题。** `AiMuxError` 是 13 个带内容的变体,`ApiCall` 里再套 6 字段的 `ApiCallError`。这个形状穿过 FFI 时 C 侧要 16 个取字段函数,每种语言再把 13 个变体各建一个子类来接,合计约 2,700 行,而且每次 core 加一个变体要改 8 种语言。
+
+**OpenDAL 的做法(已核对源码)。** Rust 侧 `Error { kind: ErrorKind, message, context }`,`ErrorKind` 13 个标签不带内容。C 侧 `opendal_error { code, message }` 两个字段(126 行);Python 13 个只有 message 的异常类加一张 match 表(128 行);Java 一个 `OpenDALException` 加 `Code` 枚举(77 + 159 行);Go `Error { code, message }`(106 行);Node 直接 `napi::Error::from_reason(字符串)`。四种 binding 合计 596 行。
+
+**设计。** Rust 侧的 enum 不动。跨 FFI 边界只传一个 JSON 结构:
+
+```json
+{
+  "kind": "api_call",            // 13 个标签之一,与 AiMuxError 变体一一对应
+  "message": "429 Too Many Requests from groq",
+  "status": 429,                 // 可选,以下均可选
+  "provider_code": "rate_limit_exceeded",
+  "request_id": "req_…",
+  "response_body": "{…}",        // 截断到 4 KiB
+  "retry_after_ms": 2000,        // retry_after_hint() 派生
+  "retryable": true,
+  "data": { "model_id": "…", "provider_id": "…", "available": [] }   // NoSuchModel 等变体的附加字段
+}
+```
+
+每种语言一个异常类加一个 `kind` 字段(Go 是 `Code()`),Kotlin 想保留 sealed 层级就按 `kind` 映射,一张表。C3 的 `aimux_error_json` 直接返回这段 JSON;C 调用者保留 `code`(kind 的整数)和 `message` 两个取字段函数。
+
+**具体场景。** 用户通过 groq 调 `generate_text`,groq 返回 429 并带 `retry-after: 2`:
+
+1. `openai_chat` 协议实现把响应交给 `ResponseHandler`,产出 `AiMuxError::ApiCall(ApiCallError { status_code: 429, provider_code: Some("rate_limit_exceeded"), retry_after_ms: Some(2000), … })`。Rust 用户 `match` 变体,不变。
+2. Core 的重试按 `retry_after_ms` 等 2 秒重试;超过次数后错误穿出 `generate_text`。
+3. FFI 的 `aimux_call` 返回非空 `char*`,内容是上面那段 JSON。
+4. Python:`except AimuxError as e: if e.kind == "api_call" and e.retry_after_ms: …`。Go:`var ae *aimux.Error; errors.As(err, &ae); ae.Code() == aimux.CodeApiCall`。Kotlin:`when (e) { is AimuxException.ApiCall -> e.retryAfterMs }`,子类由 `kind` 表构造。
+5. 录制里 `OutcomeRecord` 存同一段 JSON,回放时原样重现。
+
+**代价。** 公开 API 破坏(binding 的错误类构造方式变);穷举匹配从类型变成对 `kind` 的匹配,编译器不再替你查全。golden test 固定的 `AiMuxError` serde JSON 作为 `data` 字段原样保留,不破坏。
+
+### 8.2 单模态 provider 的执行器模式(参照 LiteLLM)
+
+**问题。** 32 个单文件单模态 provider 约 15,000 行,28 个有自己的 `build_headers`,22 个有自己的 URL 拼接,4 个(fal、black_forest_labs、klingai、runwayml)各写一遍提交加轮询;fal / luma / BFL / revai / gladia 的 submit + poll 在同一个 `do_generate` 里,Core 重试会重新提交计费任务(video 已修的同一个 bug)。
+
+**LiteLLM 的做法(已核对源码)。** 每个模态一个基类(`BaseImageGenerationConfig` 110 行),provider 只实现五个纯函数:`validate_environment`(headers)、`get_complete_url`、`transform_request`、`transform_response`、`get_error_class`;HTTP 收发、重试、轮询在共享执行器里。Recraft 的图像生成整个是 153 行。
+
+**设计。** provider-utils 加两个执行器:
+
+```rust
+/// 一次 POST,JSON 或 multipart,走统一的 ResponseHandler。
+async fn call_json<Req, Resp>(cfg: &HttpConfig, url, headers, body: Req) -> Result<Resp, AiMuxError>;
+/// 提交 + 轮询:submit 只发一次,重试只作用于 poll;done 判定和超时由调用方给闭包。
+async fn submit_and_poll<Job, Resp>(cfg, submit: Request, poll: impl Fn(&Job) -> Request, done: impl Fn(&Value) -> Poll<Resp>, backoff) -> Result<Resp, AiMuxError>;
+```
+
+每个单模态 provider 缩成 `XxxConfig { api_key, base_url }`(B2 之后可由注册表行表达,含 `auth: none` 与 `base_url_env`)加两个转换函数。预期每家从 300 到 800 行缩到 100 到 200 行,共约 −8,000;功能一个不少,`submit_and_poll` 顺手修掉重复提交计费任务的 bug。AI SDK 自己是逐家手写的,不作参照。
+
+### 8.3 录制回放收敛(#167)
+
+RFC-0023 标为 IMPLEMENTED,但在四处停在 MVP 边界:mock 回放只解析 OpenAI chat.completions wire(决策 R8,其他协议 `Unsupported`,单模态无法回放);`rebuild_provider` 只覆盖 OpenAI 兼容族(白名单)且 27 个 provider 各自覆盖 `config_snapshot`;三种记录格式并存(cassette、Recording、TraceRecord),两套匹配器;P5 绑定透传只做了 C ABI 和 Node。
+
+设计(详见 #167):**回放在传输层,不在模型层**——把录制的 HTTP exchange 挂到 mock transport,跑真实的协议代码,任何协议、任何模态、流式与否都能字节级回放,`MockReplayModel` 的 OpenAI 专用解析(约 1,500 行)消失;**`ProviderRecord` = 解析后的注册表行 + protocol**,rebuild 退化为 `provider(name, key)`;**`Recording.http[]` 用 cassette 的 exchange schema**,测试与运行时共用一个匹配器,aimux-web 录下来的可以直接入库当 cassette;Router / MoA 记录实际选中的子模型;加 `PassthroughOnMiss`;录制 / mock / session 走 C1 的 op,7 种语言同一面。
+
+### 8.4 子系统不砍,改暴露方式
+
+| 子系统 | 核心行数 | 今天怎么暴露 | 之后 |
+|---|---|---|---|
+| 缓存命中探测 trace(RFC-0015 / 25 / 29) | 2,642 + cli 919 + web 8,330 | FFI 7 个导出,各 binding 手写 | `configure` op 的 `trace.*` 子命令;aimux-web / cli 直接调 core,不经 FFI |
+| session 归组(RFC-0024) | 715 | FFI 3 个导出 | `configure` op |
+| recording / mock(RFC-0023) | 4,549 | FFI 4 个导出 | `configure` op;实现按 §8.3 |
+| router / MoA(RFC-0021 / 22) | 1,440 | `aimux_router_new` / `aimux_moa_new` | spec_json 的虚拟 provider |
+| OpenAI 输出格式(RFC-0026) | 1,639 | 3 个导出 | `generate_text_as_openai` / `stream_text_as_openai` 两个 op |
+| 模型目录(RFC-0027) | 906 | 4 种 binding 各自暴露 | `list_models` op + `catalogue` op |
+
+每一块的功能面不变;变的是它不再各自穿一遍 FFI 和 7 种语言。
+
+### 8.5 测试策略(待定,先研究再动)
+
+本节只记录数据与选项,**不在本轮删任何测试代码**。决定前要看 pi-ai、AI SDK 以及其他成熟 SDK 的做法。
+
+数据:§3.3。112 个 wiremock 手写文件里,fork 组 15,370 行与 openai chat 测试同构,responses 家族 10,024 行是五份副本各测一遍。
+
+已知的三种做法:
+
+| 做法 | 谁在用 | 特点 |
+|---|---|---|
+| 逐 provider 手写 mock(翻译自 AI SDK 每个 package 的测试) | aimux 今天、AI SDK | 覆盖细,但 fork 与协议同构的部分完全重复;协议改一处要改 N 份 |
+| 协议 × 能力矩阵,真实 key 打 live,env 门控 | pi-ai(30 套) | 无 mock,反映真实行为;不可离线,CI 要 key,漂移由测试发现 |
+| cassette 回放 + 表驱动 conformance | aimux 的 6 个横切文件 | 离线、字节级、确定;cassette 要有刷新手段 |
+
+协议化之后自然的形状:一个协议一套行为测试(openai chat 已有 6,400 行);一张 `(provider, protocol, cassette 目录)` 表驱动 conformance,251 行注册表每行一条;profile flag 的差异各一个测试;可选加 pi-ai 式 live 矩阵,同一套测试带 `--record` 就刷新 cassette。若采用,fork 组可删约 13,000、responses 组约 7,500、vertex 重复约 2,000,合计 −22,000 到 −25,000 行测试代码。**是否采用、采用多少,等研究结论。**
+
+## 9. 轨道 E · PR #164 内部
+
+合并前在分支上做,一个 PR,现有 CI 覆盖:
+
+- `docs/ai-sdk-request-pipeline.md` 1,037 行只留 §1–§3 和 §14 约 115 行,搬到 `rfc/0031`。§4–§10 复述 rustdoc,§11–§13 是已完成的迁移清单。−920
+- 八个模态的 `generate_*` 包装和 `generate_text` / `stream_text` 重复同一段前奏(timeout、`prepare_retries`、`RecordingContext`、session、span),抽一个 `run_operation`。−150
+- abort 处理写了六遍(retry 循环、`retry::delay`、`timeout::run_until`、`sleep_or_abort`、`send_one_request`、两个 body reader)。所有入口都在 `timeout::run_until` 里,drop future 即取消;留一个。−120
+- `StreamTextResult::text()` 等于 `consume().map(|a| a.text)`。−45
+- `PreparedRetries` 是 `RetryConfig` 换单位;泛型 `retry_with_exponential_backoff` 生产只有一个调用方。−70
+- provider-utils 照搬 TS 的一文件一函数(`get_from_api.rs` 25 行、`handle_fetch_error.rs` 21 行、`retry.rs` 3 行 re-export 等)并进 `http.rs`。−90,−7 文件
+- 两个相同的 body 读循环合一。−50
+
+## 10. 扫描中发现的缺陷与遗漏(修复清单)
+
+与删减无关但要修的,按严重度:
+
+1. **重试重复提交计费任务。** fal / luma / black_forest_labs / revai / gladia 的 submit + poll 在同一个 `do_generate` 里,Core 重试会重新提交。video 已修同一个 bug。§8.2 的 `submit_and_poll` 修根。
+2. **`DEFAULT_MAX_DOWNLOAD_SIZE = 2 GiB` 读进 `Vec`** 等于没有上限。定一个合理默认(如 64 MiB)并允许配置。
+3. **responses 家族 `build_headers` 忽略 `config.headers`**;responses 请求构造器不应用 `body_overrides`(只有 chat 应用,`openai/convert.rs:1500`)。B6 前置。
+4. **`Provider::name()` 硬编码 `"openai"`**,responses 的 `provider_options` 键也硬编码;注册表 provider(openrouter 等)全部自报 `"openai"`,录制的 `ProviderRecord.provider` 因此不可信,`rebuild_provider` 只能靠 base_url 反推厂商。B1 修。
+5. **`openai/` 目录里有 14 个 `"groq"` 字面量**,协议实现里嵌了 provider 分支。B3 的 CI grep 防止再长。
+6. **`is_retryable()` 与 `retry.rs` 的内联谓词写了两遍**,已经可以不一致。
+7. **`aimux-ffi.h` 手写,无 cbindgen,无漂移门禁**;109 条声明与 `lib.rs` 之间没有任何检查。C1 起用 cbindgen 或加 `--check`。
+8. **aimux-web 的 `HttpRecord.ts`、`JsonValue.ts` 已与 node 的生成版漂移**(A4)。
+9. **`gen_provider_registry.py` 从未可运行**(读的文件在同一 commit 被删),`provider.rs` 的注释仍指向它(A1)。
+10. **`vertex_ai_*` 的 eu / us 主机推导和 `bedrock_mantle` 的 `AWS_REGION`** 是注册表占位符表达不了的,协议化时要先补 `{location}` 推导。
+11. **Router / MoA 的录制只有逻辑模型快照**,实际选中的子模型不在记录里,路由调用无法对同一子模型回放(#167)。
+12. **`config_snapshot` 覆盖不全**(27 处覆盖,其余走最小默认),RFC-0023 风险表已承认;§5.1 第 8 条后不再需要覆盖。
+13. **RFC 编号撞号**:0005 × 2、0027 × 2。不改编号,索引里标清楚(§11)。
+14. **`quality-audit/round4/` 里 119k 行的 clippy 日志和 lcov** 是构建产物被提交进仓库。
+15. **Node 的 napi tokio 桥与 FFI 全局 runtime 的重入守卫是否冲突未量过**,D6 前先量。
+16. **`generate_object` 的 `fix_json` 路径**只有 `json_repair.rs` 一个消费者,与 AI SDK 的 `parse_partial_json` 流式路径没有接上(流式 object 不修复)。记为 RFC-0016 的能力缺口,不在本轮。
+
+## 11. 文档整理(不删)
+
+按受众分三层,`git mv` 搬家,链接一次 grep 修完。
+
+- **`docs/` 只留用户要读的**:`README.md` 索引;`guides/` 收 session-affinity、provider-config、codex-subscription、error-model;`api/` 只留 `reference.md` 和生成的 `providers.md`,9 篇按语言的指南各自搬进 `bindings/<lang>/README.md`;`api/gaps.md` 转成 issue 后删;`PERF-RESULTS.md`、`aimux-vs-aisdk-node.md`、`bindings/node/bench` 归 `docs/benchmarks/`。
+- **`rfc/` 补索引**:新建 `rfc/README.md`,一张表:编号、标题、状态(已实现 / 已被取代 / 草稿);README 里的 RFC 列表移过来;`docs/ai-sdk-request-pipeline.md` 搬到 `rfc/0031-*.md`;撞号不改编号,索引里标清楚。
+- **`archive/` 收历史资料**:`docs/internal/`(105 文件)、`docs/quality-audit/`(34)、`docs/plan/`(17)、`provider-inventory/` 整体移到根目录 `archive/`,一个 README 说明"不再维护,git 历史可查";`docs/internal/cache-tracing/prototype` 只留 README;round4 的 clippy 日志与 lcov 例外删除。
+- **语言**:写进 CONTRIBUTING.md——面向用户的 `docs/` 与 `bindings/*/README` 用英文,`rfc/` 保持中文。本轮只搬家不翻译。
+
+## 12. 实施顺序与依赖
+
+```
+A1 A2 A3 A4 A5 ──────────────────────────────────────── 随时,互不依赖
+                                                          
+B1 (protocol enum, from_resolved, ProviderRecord.protocol)
+ ├─ B2 (auth kinds, 33 wrapper → rows)  ──┬─ B3 (serde flags + CI grep)
+ │                                        ├─ B9 (单模态执行器, §8.2)
+ │                                        └─ #167-1 (rebuild_provider = provider(name))
+ ├─ C2 (40 ctor → model(spec) 转调) ──────┬─ B4 (mistral)
+ │                                        └─ B5 (xai chat, 先搬 21 行辅助函数)
+ ├─ B6 (三个前置 → azure → open_responses → HF → codex → xai responses)
+ └─ B7 (vertex 走 core)  B8 (零碎)
+
+C1 (9 个导出 + dispatch) ── C3 (error_json, §8.1) ── D2..D6 (Go Java Swift Flutter Node)
+                                                   ── D7 (Python, 先原型)
+                                                   ── #167-2..6 (录制 / mock / session 走 op)
+                                                   ── C4 (删旧导出, 所有 binding 迁完之后)
+D1 (Kotlin 依赖 Java 工件) ── 随时
+D8 (类型镜像生成) ── D 轨最后
+E1 ── PR #164 合并前
+文档整理 ── 随时,建议在 A 轨之后一次做完
+§8.5 测试 ── 研究结论之后
+```
+
+每个 PR 的验收:cassette 全绿;涉及的 binding 只跑自己那条 CI job;删导出的 PR 附 `nm -g` 对比;删测试的 PR(若有)附覆盖率对比。
+
+## 13. 总账
+
+| 轨道 | 删 | 建 | PR 数 |
+|---|---|---|---|
+| A 机械整理 | −11,100 | +10 | 5 |
+| B providers 协议化(含 §8.2 单模态) | −18,000 至 −20,000 | +3,000 | 9 |
+| C FFI | −7,000 | +2,200 | 4 |
+| D bindings(含 §8.1 错误扁平化) | −24,000 | +4,500 | 8 |
+| E PR #164 内部 | −1,500 | 0 | 1 |
+| #167 录制回放 | −2,500 | +800 | 6 |
+| §8.5 测试(待定) | 0 至 −25,000 | +800 | 待定 |
+| 合计(不含测试) | −64,000 至 −66,000 | +10,500 | 33 |
+
+另有 42,599 行库存数据归档。C 和 D 的"删"里相当部分是重写,残留量计在"建"列。
+
+## 14. Risks
+
+- **Rust 公开 API 破坏**(B2 的 44 个 pub 类型、§8.1 的 binding 错误类构造方式)。用一个次版本并存,CHANGELOG 列出迁移表。
+- **测试 id 与零值 usage 的变化**(B4、B5 共 162 个测试)。这是实现细节泄漏到断言里,改断言不改行为;cassette 字节比对是真正的门禁。
+- **vertex 流内错误后是否发 `Finish`**(B7)是行为变化,要在 CHANGELOG 里写。
+- **Node 依赖 aimux-ffi 是新依赖边**,runtime 重入未量。D6 前先写一个最小复现。
+- **Python ctypes 原型可能不过**,退路是 pyo3 薄层。
+- **协议化后 provider 差异全靠 flag**,pi-ai 漂成 25 个 flag + 31 个 provider 分支。B3 的 CI grep 是唯一的防线,必须先于 B4 落地。
+
+## 15. Open Questions
+
+1. §8.5 测试策略:看完 pi-ai / AI SDK / 其他 SDK 后定。
+2. Kotlin 是否在 §8.1 之后放弃 sealed 层级,只留一个异常类加 `kind`。
+3. Java 8 与 Java 17 record:Builder 删除的前提。
+4. `DEFAULT_MAX_DOWNLOAD_SIZE` 的默认值。
+5. `archive/` 是否需要保留在发布的 crate 里(建议 `exclude`)。
+
+## 16. 与既有 RFC 的关系
+
+| RFC | 本规划对它的影响 |
+|---|---|
+| 0004 provider inventory | 标历史,数据归档(A3) |
+| 0012 source dedup | 已被本 RFC 取代 |
+| 0017 / 0020 注册表化、外部 provider | 注册表 schema 由 RFC-0032 扩展;外部覆盖层照旧 |
+| 0023 录制回放 | 状态改回 PARTIAL,§3.6 按 #167 更新 |
+| 0032 协议驱动注册表 | 写回 §5.1 的 8 条修正 |
+| 0001 多语言绑定 | §227 的 ffigen 预授权生效;新增 9 符号 ABI 章节(C1) |
+| 0003 cassette | exchange schema 成为 Recording 的 HTTP 层(#167) |
+| 0026 OpenAI 输出格式 | 暴露方式改为两个 op,格式不变 |
+| 0028 转写流式 | `aimux_session_push` 保留裸字节路径 |

From e7359a4aacadcc4540f847a446889913c962d06f Mon Sep 17 00:00:00 2001
From: Card Cunningham <cclovedoudou@gmail.com>
Date: Fri, 4 Sep 2026 00:53:12 +0800
Subject: [PATCH 02/13] docs(rfc): update RFC-0033 defect list after the
 #164/#165 review round

---
 rfc/0033-code-convergence-plan.md | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/rfc/0033-code-convergence-plan.md b/rfc/0033-code-convergence-plan.md
index fb0aa631..a30aabce 100644
--- a/rfc/0033-code-convergence-plan.md
+++ b/rfc/0033-code-convergence-plan.md
@@ -289,8 +289,8 @@ RFC-0023 标为 IMPLEMENTED,但在四处停在 MVP 边界:mock 回放只解析 O
 
 与删减无关但要修的,按严重度:
 
-1. **重试重复提交计费任务。** fal / luma / black_forest_labs / revai / gladia 的 submit + poll 在同一个 `do_generate` 里,Core 重试会重新提交。video 已修同一个 bug。§8.2 的 `submit_and_poll` 修根。
-2. **`DEFAULT_MAX_DOWNLOAD_SIZE = 2 GiB` 读进 `Vec`** 等于没有上限。定一个合理默认(如 64 MiB)并允许配置。
+1. **重试重复提交计费任务。** #164 已把 assemblyai / gladia 改成逐阶段重试,并核实 fal / luma / black_forest_labs / revai / replicate 等的计费后阶段已各自重试;但每个 provider 手写一套脚手架,§8.2 的 `submit_and_poll` 仍是收口。
+2. **`DEFAULT_MAX_DOWNLOAD_SIZE = 2 GiB` 读进 `Vec`**。#164 已给 JSON 成功体单独的 64 MiB 默认上限并允许按请求覆盖;二进制下载仍是 2 GiB。
 3. **responses 家族 `build_headers` 忽略 `config.headers`**;responses 请求构造器不应用 `body_overrides`(只有 chat 应用,`openai/convert.rs:1500`)。B6 前置。
 4. **`Provider::name()` 硬编码 `"openai"`**,responses 的 `provider_options` 键也硬编码;注册表 provider(openrouter 等)全部自报 `"openai"`,录制的 `ProviderRecord.provider` 因此不可信,`rebuild_provider` 只能靠 base_url 反推厂商。B1 修。
 5. **`openai/` 目录里有 14 个 `"groq"` 字面量**,协议实现里嵌了 provider 分支。B3 的 CI grep 防止再长。
@@ -305,6 +305,10 @@ RFC-0023 标为 IMPLEMENTED,但在四处停在 MVP 边界:mock 回放只解析 O
 14. **`quality-audit/round4/` 里 119k 行的 clippy 日志和 lcov** 是构建产物被提交进仓库。
 15. **Node 的 napi tokio 桥与 FFI 全局 runtime 的重入守卫是否冲突未量过**,D6 前先量。
 16. **`generate_object` 的 `fix_json` 路径**只有 `json_repair.rs` 一个消费者,与 AI SDK 的 `parse_partial_json` 流式路径没有接上(流式 object 不修复)。记为 RFC-0016 的能力缺口,不在本轮。
+17. **`generate_image` 不校验 `n`、不按 `max_images_per_call()` 分批**;`max_images_per_call` / `max_embeddings_per_call` 是必填 trait 方法但零读者。#164 只给 video 补了分批,image 应照搬同一段逻辑。
+18. **`VideoOperationStart.response` 七个 video provider 都写、无人读**。要么暴露到 `VideoResult`,要么删字段。
+19. **跨语言 fixture 只覆盖 `TimeoutConfiguration`**(`contract-tests/fixtures/wire-format.json`),所以 Kotlin / Go 的 `VideoCallOptions` 缺六个字段、Java `fps` 类型错、Node/Python 三个模态传 options 即报错,CI 都抓不到。D 轨道的类型镜像生成(§7)前,至少给每个 `*CallOptions` 加一条 fixture。
+20. **`HttpRequest` 二十余处字面量构造**,每加一个字段(如 #164 的 `max_json_response_bytes`)都要改所有调用点;已 `derive(Default)`,收成 `..Default::default()`。
 
 ## 11. 文档整理(不删)
 

From 37301abe092f7ca13972fb692e6d04f1be881003 Mon Sep 17 00:00:00 2001
From: Card Cunningham <cclovedoudou@gmail.com>
Date: Fri, 4 Sep 2026 20:14:29 +0800
Subject: [PATCH 03/13] docs(rfc): correct the RFC-0033 A1 row after the
 scripts audit (#168)

---
 rfc/0033-code-convergence-plan.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/rfc/0033-code-convergence-plan.md b/rfc/0033-code-convergence-plan.md
index a30aabce..80f3c5d9 100644
--- a/rfc/0033-code-convergence-plan.md
+++ b/rfc/0033-code-convergence-plan.md
@@ -95,7 +95,7 @@ AiMuxError 13 个变体 + ApiCallError 6 个字段。C 侧 16 个 `aimux_error_*
 
 | PR | 做什么 | 行数 | 核实 | 注意 |
 |---|---|---|---|---|
-| A1 | 删 15 个死脚本(`fix_profiles{,2..5}.rs`、`generate_all_providers.py`、`update_lib_rs.py`、`list_wrong_providers.py`、`revert_wrong_inventory.py`、`update_inventory_status.py`、`gen_provider_registry.py`、`gen_vertex_maas_providers.py`、`generate_thin_wrapper_cassettes.py`、`migrate_openai_compatible_*.py`);删 `scripts/fix_tool` workspace 成员;删根 Cargo.toml 无人用的 schemars、proc-macro2、syn、quote | −1,644 | 已核实 | `gen_provider_registry.py` 读的 `openai_compat_registry.rs` 在创建它的同一 commit 里就被删了,从未可运行;`provider.rs:4` 与 `:88` 的提示改成"直接编辑 JSON" |
+| A1 | 删 16 个一次性脚本(`fix_profiles{,2..5}.rs`、`check_missing.py`、`list_wrong_providers.py`、`revert_wrong_inventory.py`、`update_inventory_status.py`、`migrate_openai_compatible_*.py`、`gen_provider_registry.py`、`gen_responses_convert.py`、`generate_all_providers.py`、`update_lib_rs.py`、`gen_vertex_maas_providers.py`);删 `scripts/fix_tool` workspace 成员;删根 Cargo.toml 无人用的 schemars、proc-macro2、syn、quote。**保留** `generate_thin_wrapper_cassettes.py`(conformance_test 引用为 cassette 来源,B2 后删)、两个 cassette 转换器、两个 LiteLLM 调研脚本、`responses_similarity_audit.py`(B6 后删) | −2,117 | 已核实,#168 | 逐脚本查过引用、输入和可运行性;三个生成器的输出无 generated 标记且已被手改,重跑会覆盖 |
 | A2 | 删生成的 `ProviderName` 枚举及其语言副本,注册表按字符串;aimux-web 加 4 行 `provider_names()` 迭代器 | −3,483 | 改法 | 生成脚本输出表漏了第 9 份 `tools/aimux-web/web/src/types/ProviderName.ts`(262 行),一并删;`ci.yml` contract-tests job 第一步 `gen_provider_names.py --check` 连着删;Node 自动补全改由 `gen_ts_types.py` 输出字符串字面量联合(约 260 行),不设门禁 |
 | A3 | `provider-inventory/` 4 个文件移到 `archive/`;RFC-0004 标历史 | 42,599 行归档 | 已核实 | 没有代码读它 |
 | A4 | 删 `tools/aimux-web/web/src/types/` 140 个 ts-rs 类型手工副本(138 个与 `bindings/node/src/types` 逐字节相同,`HttpRecord.ts`、`JsonValue.ts` 已漂移);tsconfig paths 指向生成集,或把目录加进 `gen_ts_types.py` 的同步目标 | −3,018 | 改法 | 7 个 `Wire*.ts` 是 web 专有,保留;16 处引用全是 `import type` |

From 7ab85530215de4824d5b5763f621a226f26bc18c Mon Sep 17 00:00:00 2001
From: Card Cunningham <cclovedoudou@gmail.com>
Date: Fri, 4 Sep 2026 20:46:45 +0800
Subject: [PATCH 04/13] =?UTF-8?q?docs(rfc):=20add=20RFC-0033=20=C2=A74.1?=
 =?UTF-8?q?=20provider=20maintenance=20flow=20and=20=C2=A78.6=20auth=20lay?=
 =?UTF-8?q?er?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 rfc/0033-code-convergence-plan.md | 28 ++++++++++++++++++++++++++++
 1 file changed, 28 insertions(+)

diff --git a/rfc/0033-code-convergence-plan.md b/rfc/0033-code-convergence-plan.md
index 80f3c5d9..fed6e495 100644
--- a/rfc/0033-code-convergence-plan.md
+++ b/rfc/0033-code-convergence-plan.md
@@ -103,6 +103,22 @@ AiMuxError 13 个变体 + ApiCallError 6 个字段。C 侧 16 个 `aimux_error_*
 
 核实后**不做**:按模态加 cargo feature(一行不删,只加 CI 轴,`search` 那条会让默认 feature 的 `bindings/node` workspace 编译失败);删 `catalogue.rs` 的模型目录(产品功能,四种 binding 都暴露)。
 
+### 4.1 provider 维护流程(清理脚本之后的替代方案)
+
+A1 删掉的是"生成 provider 文件"的一次性脚本。它们的产物(薄封装 `.rs`)是 phase 4 之前的形态,注册表落地后加 provider 只改 `provider_registry.json` 一行(#22 InferenceHub 即如此)。但注册表本身没有维护机制:251 行只有带 cassette 的几十行被测试摸过,URL 失效、env 变量改名都不会被发现。2026-09-04 对 models.dev 的一次比对:97 行两边都有,其中 27 行 `base_url` 不一致(`claudinio`、`digitalocean` 缺 `/v1`,`fastrouter` 换域名),116 个 models.dev 厂商 aimux 没有。
+
+参照 pi-ai(`packages/ai`):协议实现在 `src/api/`,厂商是 `src/providers/<id>.ts` 十来行的 `createProvider({id, baseUrl, auth, models, api})`,模型目录由 `scripts/generate-models.ts` 从 models.dev 生成到 `data/<id>.json` + `<id>.models.ts`,生成物首行 "auto-generated / do not edit",`check-model-data.ts` 在 `build` 里校验,过期即构建失败;README 有七步 "Adding a New Provider" 清单。aimux 的对应:12 个原生目录 ⇔ `src/api/`,JSON 行 ⇔ `<id>.ts`(更薄,是数据不是代码)。缺的是纪律和流程,不是结构:
+
+1. **唯一事实源是 `provider_registry.json`,手工维护,不再从任何上游重新生成。** 它已被手改(94b50009 修 7 处错误 URL、b24e59e4 加 profile 字段),重生成会冲掉修正。B1 加 `protocol` 列后原生厂商也是行,B2 后仓库只剩协议目录 + 一份 JSON。
+2. **派生物只允许带 "do not edit" 标记且 CI 有 `--check` 的生成器。** `gen_provider_names.py` 已合规;`gen_providers_doc.py` 缺 `--check` 且 CI 不跑,补上。这条纪律就是判断"生成器还活着"的标准,也是 A1 删三个生成器的依据。
+3. **JSON 结构校验留在 Rust 测试**(`registry_entries_are_valid` 等四个已有),B1 后加 protocol 合法性。每个 PR 阻塞。
+4. **上游同步改 diff 不改生成。** `scripts/sync_registry.py --report`:拉 models.dev `api.json`(213 厂商,187 带 base URL,全部带 env 名),可选读本地 LiteLLM 检出,输出缺失厂商、`base_url` 不一致、`env_var` 不一致三张表。每周 GitHub Action 跑一次,结果写进固定 issue 或开带 diff 的 PR,人审后手工改行。aimux 有意与上游不同的行加 `"note"` 字段说明,避免每周重复报出。
+5. **存活探测。** `scripts/probe_registry.py` 每月一次,对每个 `base_url` 不带 key 请求 `/models`:401/403 视为存活,DNS 失败或 5xx 连续两个月标 `"status": "unreachable"`,不删行。非阻塞。
+6. **`docs/contributing/adding-a-provider.md`** 照 pi-ai 清单分三种情况:OpenAI 兼容厂商(JSON 一行 → 两个生成器 → 派生 cassette → 流式/工具/abort/空消息/上下文溢出五项测试);新协议(`aimux-providers/src/<protocol>/` 新目录,JSON 加 `protocol`);单模态厂商(§8.2 执行器模式,只写两个转换函数)。
+7. **保留脚本的作废条件**:`generate_thin_wrapper_cassettes.py` 随 B2 删;`responses_similarity_audit.py` 随 B6 删;两个 cassette 转换器长期保留(测试数据来源);两个 LiteLLM 扫描脚本并入第 4 条的 sync 工具。
+
+一次性清账:27 个不一致 + 116 个缺失过一遍,是独立 issue。
+
 ## 5. 轨道 B · providers 协议化
 
 骨架是 RFC-0032:17 个 `LanguageModel` 归成 6 到 7 个协议臂,注册表行加 `protocol` / `auth` / `params` / `models[]`,33 个 wrapper 退役,responses 家族合并。
@@ -257,6 +273,18 @@ RFC-0023 标为 IMPLEMENTED,但在四处停在 MVP 边界:mock 回放只解析 O
 
 每一块的功能面不变;变的是它不再各自穿一遍 FFI 和 7 种语言。
 
+### 8.6 auth 层(今天不存在)
+
+注册表 251 行全是 `env_var`,语义只有"读环境变量当 API key 发 Bearer"。手写侧只有零件:`codex.rs` 的无状态 `codex_refresh`(RFC-0018 §3.2 把登录、持久化、刷新编排都留给集成方);`bedrock/sigv4.rs` 静态凭据签名,被 bedrock / anthropic_aws / aws_polly / bedrock_mantle 各自调用;`vertex/mod.rs` 读 `GOOGLE_VERTEX_ACCESS_TOKEN` 或 Express key,无 ADC、token 过期即死;azure(`api-key`)、google(`x-goog-api-key`)、lmnt / exa / parallel / you.com / tinyfish(`x-api-key`)各自拼 header。12 处 header 代码,没有共享函数。
+
+pi-ai 的 `src/auth/`:`types.ts` 定义 `ApiKeyAuth` / `OAuthAuth` / `CredentialStore` / `AuthEvent`;`resolve.ts` 定解析顺序(显式 key → env → 凭据库);`oauth/` 8 个厂商的 device-code / PKCE 流程;`credential-store.ts` 内存实现供集成方替换。
+
+分三级,前两级做,第三级记 open question:
+
+1. **数据描述(并入 B1 / B2,RFC-0032 §3.3 已有草案)。** `env_var` 升级为 `"auth": {"kind", "env", "header"?}`,kind ∈ `api_key`(`header` 缺省 Bearer,可选 `x-api-key` / `api-key` / `x-goog-api-key`)、`none`(本地服务,退役 33 处 `PLACEHOLDER_API_KEY`)、`sigv4`(`params` 带 region)、`bearer_token`(外部提供 access token,vertex)。provider-utils 加 `apply_auth(headers, &AuthSpec, &Credential)`,替掉 12 处手写 header。净删。
+2. **运行时解析与刷新(独立 PR)。** `Credential` 枚举(ApiKey / BearerToken{expires_at} / Aws{..});`resolve_credential(spec, explicit, env, store)` 固定顺序;`CredentialStore` trait + 内存默认实现;`codex_refresh` 泛化为 `TokenRefresher` 钩子,任何 `bearer_token` provider 遇 `TokenExpired` 走同一条刷新重试路径,vertex 可挂。对应 pi 的 `resolve.ts` + `credential-store.ts`,不含登录。
+3. **登录流程(不做,open question)。** pi-ai 把 device-code / PKCE 放进库;aimux RFC-0018 选了相反立场。aimux 跨 7 种 binding,交互式登录要每种语言暴露事件流,成本远高于单语言。维持 RFC-0018:第 2 级做完,集成方登录后把 token 放进 `CredentialStore` 即可。
+
 ### 8.5 测试策略(待定,先研究再动)
 
 本节只记录数据与选项,**不在本轮删任何测试代码**。决定前要看 pi-ai、AI SDK 以及其他成熟 SDK 的做法。

From 4c6747006b12540a47b03a1b3b0f6881caacb934 Mon Sep 17 00:00:00 2001
From: Card Cunningham <cclovedoudou@gmail.com>
Date: Fri, 4 Sep 2026 20:48:14 +0800
Subject: [PATCH 05/13] =?UTF-8?q?docs(rfc):=20link=20RFC-0033=20=C2=A74.1/?=
 =?UTF-8?q?=C2=A78.6=20to=20tracking=20issues=20#168=E2=80=93#175?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 rfc/0033-code-convergence-plan.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/rfc/0033-code-convergence-plan.md b/rfc/0033-code-convergence-plan.md
index fed6e495..99b25b31 100644
--- a/rfc/0033-code-convergence-plan.md
+++ b/rfc/0033-code-convergence-plan.md
@@ -117,7 +117,7 @@ A1 删掉的是"生成 provider 文件"的一次性脚本。它们的产物(薄
 6. **`docs/contributing/adding-a-provider.md`** 照 pi-ai 清单分三种情况:OpenAI 兼容厂商(JSON 一行 → 两个生成器 → 派生 cassette → 流式/工具/abort/空消息/上下文溢出五项测试);新协议(`aimux-providers/src/<protocol>/` 新目录,JSON 加 `protocol`);单模态厂商(§8.2 执行器模式,只写两个转换函数)。
 7. **保留脚本的作废条件**:`generate_thin_wrapper_cassettes.py` 随 B2 删;`responses_similarity_audit.py` 随 B6 删;两个 cassette 转换器长期保留(测试数据来源);两个 LiteLLM 扫描脚本并入第 4 条的 sync 工具。
 
-一次性清账:27 个不一致 + 116 个缺失过一遍,是独立 issue。
+跟踪:sync / probe #170,一次性清账 #171,`gen_providers_doc.py --check` #172,adding-a-provider 文档 #173;A1 本身 #168 / PR #169。
 
 ## 5. 轨道 B · providers 协议化
 
@@ -279,7 +279,7 @@ RFC-0023 标为 IMPLEMENTED,但在四处停在 MVP 边界:mock 回放只解析 O
 
 pi-ai 的 `src/auth/`:`types.ts` 定义 `ApiKeyAuth` / `OAuthAuth` / `CredentialStore` / `AuthEvent`;`resolve.ts` 定解析顺序(显式 key → env → 凭据库);`oauth/` 8 个厂商的 device-code / PKCE 流程;`credential-store.ts` 内存实现供集成方替换。
 
-分三级,前两级做,第三级记 open question:
+分三级,前两级做(#174、#175),第三级记 open question:
 
 1. **数据描述(并入 B1 / B2,RFC-0032 §3.3 已有草案)。** `env_var` 升级为 `"auth": {"kind", "env", "header"?}`,kind ∈ `api_key`(`header` 缺省 Bearer,可选 `x-api-key` / `api-key` / `x-goog-api-key`)、`none`(本地服务,退役 33 处 `PLACEHOLDER_API_KEY`)、`sigv4`(`params` 带 region)、`bearer_token`(外部提供 access token,vertex)。provider-utils 加 `apply_auth(headers, &AuthSpec, &Credential)`,替掉 12 处手写 header。净删。
 2. **运行时解析与刷新(独立 PR)。** `Credential` 枚举(ApiKey / BearerToken{expires_at} / Aws{..});`resolve_credential(spec, explicit, env, store)` 固定顺序;`CredentialStore` trait + 内存默认实现;`codex_refresh` 泛化为 `TokenRefresher` 钩子,任何 `bearer_token` provider 遇 `TokenExpired` 走同一条刷新重试路径,vertex 可挂。对应 pi 的 `resolve.ts` + `credential-store.ts`,不含登录。

From e92cfa1795c4563c675529a5737df228ad4b3595 Mon Sep 17 00:00:00 2001
From: Card Cunningham <cclovedoudou@gmail.com>
Date: Fri, 4 Sep 2026 21:05:18 +0800
Subject: [PATCH 06/13] feat(providers): add an evidence tier to every registry
 row
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

RFC-0033 L1: the registry is a hand-maintained identity table, but nothing
in it said how much a row could be trusted. Each of the 251 rows now carries
a `tier` — verified (a cassette replays it), listed (an upstream catalogue
knows the name), unverified (a lead from vendor docs) — plus optional `note`
(why this row deviates from upstream; exempts it from the sync report) and
`status` (only "unreachable").

Initial split: 19 verified / 124 listed / 108 unverified. `listed` matches
models.dev and anya2a ids through catalogue.rs's normalize_provider_name,
since both upstreams use hyphens where the registry uses underscores.

`tier` defaults to Unverified on deserialize so RFC-0020 external entries
keep loading; registry_entries_are_valid re-reads the raw JSON to insist
every built-in row states its tier explicitly.
---
 aimux-providers/src/provider.rs            |  54 +++++
 aimux-providers/src/provider_registry.json | 251 +++++++++++++++++++++
 2 files changed, 305 insertions(+)

diff --git a/aimux-providers/src/provider.rs b/aimux-providers/src/provider.rs
index aee64572..031dafff 100644
--- a/aimux-providers/src/provider.rs
+++ b/aimux-providers/src/provider.rs
@@ -29,15 +29,44 @@ use aimux_provider_utils::RetryConfig;
 
 use crate::openai::{OpenAICompatProfile, OpenAIConfig, OpenAIProvider};
 
+/// How much evidence backs a registry row (RFC-0033 L1).
+///
+/// Purely descriptive metadata: it never changes how a provider is
+/// constructed. `Unverified` is the serde default so a row (or an
+/// RFC-0020 external entry) that predates the field still loads.
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Default, Deserialize)]
+#[serde(rename_all = "lowercase")]
+enum Tier {
+    /// Replayed against a recorded cassette under `tests/cassettes/<name>/`.
+    Verified,
+    /// Listed by an upstream catalogue (models.dev or anya2a), not replayed here.
+    Listed,
+    #[default]
+    /// Neither replayed nor listed upstream — the row is a lead, not a fact.
+    Unverified,
+}
+
 /// One entry of `provider-registry.json` (registry slice).
 #[derive(Debug, Clone, Deserialize)]
 struct RegistryEntry {
     name: String,
     display: String,
+    /// Evidence tier — read by `scripts/gen_providers_doc.py`, not by the runtime.
+    #[serde(default)]
+    #[allow(dead_code)]
+    tier: Tier,
     base_url: String,
     env_var: String,
     #[serde(default)]
     profile: ProviderProfile,
+    /// Why this row deviates from upstream. A row with a note is exempt from
+    /// the `sync_registry.py` base_url/env_var disagreement tables.
+    #[serde(default)]
+    #[allow(dead_code)]
+    note: Option<String>,
+    /// Reachability marker; the only accepted value is `"unreachable"`.
+    #[serde(default)]
+    status: Option<String>,
 }
 
 /// Provider capability profile, expressed as data (non-default fields only
@@ -106,6 +135,14 @@ fn registry() -> &'static [RegistryEntry] {
                 "registry entry '{}' missing env_var",
                 entry.name
             );
+            if let Some(status) = &entry.status {
+                assert_eq!(
+                    status, "unreachable",
+                    "registry entry '{}' has an unknown status {status:?} \
+                     (the only accepted value is \"unreachable\")",
+                    entry.name
+                );
+            }
         }
         entries
     })
@@ -661,6 +698,23 @@ mod tests {
             assert!(e.name.starts_with(|c: char| c.is_ascii_lowercase()));
             assert!(!e.base_url.is_empty());
             assert!(!e.env_var.is_empty());
+            if let Some(status) = &e.status {
+                assert_eq!(status, "unreachable", "bad status on '{}'", e.name);
+            }
+        }
+        // Every built-in row must carry an *explicit* tier: the serde default
+        // exists for external entries, not as a licence to omit it here.
+        let raw: Vec<serde_json::Map<String, Value>> =
+            serde_json::from_str(include_str!("provider_registry.json")).unwrap();
+        for row in &raw {
+            let name = row["name"].as_str().unwrap();
+            let tier = row
+                .get("tier")
+                .unwrap_or_else(|| panic!("registry entry '{name}' has no tier"));
+            assert!(
+                matches!(tier.as_str(), Some("verified" | "listed" | "unverified")),
+                "registry entry '{name}' has an invalid tier {tier}"
+            );
         }
     }
 
diff --git a/aimux-providers/src/provider_registry.json b/aimux-providers/src/provider_registry.json
index 210bcdd4..0dccc3e8 100644
--- a/aimux-providers/src/provider_registry.json
+++ b/aimux-providers/src/provider_registry.json
@@ -2,6 +2,7 @@
   {
     "name": "abacus",
     "display": "Abacus",
+    "tier": "listed",
     "base_url": "https://routellm.abacus.ai/v1",
     "env_var": "ABACUS_API_KEY",
     "profile": {}
@@ -9,6 +10,7 @@
   {
     "name": "abliteration_ai",
     "display": "Abliteration AI",
+    "tier": "listed",
     "base_url": "https://api.abliteration.ai/v1",
     "env_var": "ABLIT_KEY",
     "profile": {}
@@ -16,6 +18,7 @@
   {
     "name": "ai21",
     "display": "AI21 Labs",
+    "tier": "unverified",
     "base_url": "https://api.ai21.ai/v1",
     "env_var": "AI21_API_KEY",
     "profile": {}
@@ -23,6 +26,7 @@
   {
     "name": "ai302",
     "display": "302.AI",
+    "tier": "unverified",
     "base_url": "https://api.302.ai/v1",
     "env_var": "AI302_API_KEY",
     "profile": {}
@@ -30,6 +34,7 @@
   {
     "name": "ai_router",
     "display": "AI-ROUTER",
+    "tier": "listed",
     "base_url": "https://api.ai-router.dev/v1",
     "env_var": "AI_ROUTER_API_KEY",
     "profile": {}
@@ -37,6 +42,7 @@
   {
     "name": "aiand",
     "display": "AIand",
+    "tier": "listed",
     "base_url": "https://api.aiand.com/v1",
     "env_var": "AIAND_API_KEY",
     "profile": {}
@@ -44,6 +50,7 @@
   {
     "name": "aibadgr",
     "display": "AI Badgr",
+    "tier": "unverified",
     "base_url": "https://api.aibadgr.com/v1",
     "env_var": "AIBADGR_API_KEY",
     "profile": {}
@@ -51,6 +58,7 @@
   {
     "name": "aigc2d",
     "display": "AIGC2D",
+    "tier": "unverified",
     "base_url": "https://api.aigc2d.com/v1",
     "env_var": "AIGC2D_API_KEY",
     "profile": {}
@@ -58,6 +66,7 @@
   {
     "name": "aihubmix",
     "display": "AIHubMix",
+    "tier": "listed",
     "base_url": "https://aihubmix.com/v1",
     "env_var": "AIHUBMIX_API_KEY",
     "profile": {}
@@ -65,6 +74,7 @@
   {
     "name": "ails",
     "display": "AILS",
+    "tier": "unverified",
     "base_url": "https://api.caipacity.com/v1",
     "env_var": "AILS_API_KEY",
     "profile": {}
@@ -72,6 +82,7 @@
   {
     "name": "aiml",
     "display": "AI/ML API",
+    "tier": "unverified",
     "base_url": "https://api.aimlapi.com/v1",
     "env_var": "AIML_API_KEY",
     "profile": {}
@@ -79,6 +90,7 @@
   {
     "name": "aki_io",
     "display": "AKI.IO",
+    "tier": "listed",
     "base_url": "https://aki.io/openai/v1",
     "env_var": "AKI_IO_API_KEY",
     "profile": {}
@@ -86,6 +98,7 @@
   {
     "name": "albert",
     "display": "Albert",
+    "tier": "unverified",
     "base_url": "https://api.albert.ai/v1",
     "env_var": "ALBERT_API_KEY",
     "profile": {}
@@ -93,6 +106,7 @@
   {
     "name": "alibaba",
     "display": "Alibaba Cloud (DashScope)",
+    "tier": "verified",
     "base_url": "https://dashscope-intl.aliyuncs.com/compatible-mode/v1",
     "env_var": "ALIBABA_API_KEY",
     "profile": {}
@@ -100,6 +114,7 @@
   {
     "name": "alibaba_coding_plan",
     "display": "Alibaba Coding Plan",
+    "tier": "listed",
     "base_url": "https://coding-intl.dashscope.aliyuncs.com/v1",
     "env_var": "ALIBABA_CODING_PLAN_API_KEY",
     "profile": {}
@@ -107,6 +122,7 @@
   {
     "name": "alibaba_coding_plan_cn",
     "display": "Alibaba Coding Plan (China)",
+    "tier": "listed",
     "base_url": "https://coding.dashscope.aliyuncs.com/v1",
     "env_var": "ALIBABA_CODING_PLAN_API_KEY",
     "profile": {}
@@ -114,6 +130,7 @@
   {
     "name": "alibaba_token_plan",
     "display": "Alibaba Token Plan",
+    "tier": "listed",
     "base_url": "https://token-plan.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1",
     "env_var": "ALIBABA_TOKEN_PLAN_API_KEY",
     "profile": {}
@@ -121,6 +138,7 @@
   {
     "name": "alibaba_token_plan_cn",
     "display": "Alibaba Token Plan (China)",
+    "tier": "listed",
     "base_url": "https://token-plan.cn-beijing.maas.aliyuncs.com/compatible-mode/v1",
     "env_var": "ALIBABA_TOKEN_PLAN_API_KEY",
     "profile": {}
@@ -128,6 +146,7 @@
   {
     "name": "ambient",
     "display": "Ambient",
+    "tier": "listed",
     "base_url": "https://api.ambient.xyz/v1",
     "env_var": "AMBIENT_API_KEY",
     "profile": {}
@@ -135,6 +154,7 @@
   {
     "name": "anyapi",
     "display": "AnyAPI",
+    "tier": "listed",
     "base_url": "https://api.anyapi.ai/v1",
     "env_var": "ANYAPI_KEY",
     "profile": {}
@@ -142,6 +162,7 @@
   {
     "name": "anyscale",
     "display": "Anyscale",
+    "tier": "unverified",
     "base_url": "https://api.endpoints.anyscale.com/v1",
     "env_var": "ANYSCALE_API_KEY",
     "profile": {}
@@ -149,6 +170,7 @@
   {
     "name": "apertis",
     "display": "Apertis",
+    "tier": "unverified",
     "base_url": "https://api.stima.tech/v1",
     "env_var": "STIMA_API_KEY",
     "profile": {}
@@ -156,6 +178,7 @@
   {
     "name": "api2d",
     "display": "API2D",
+    "tier": "unverified",
     "base_url": "https://oa.api2d.net/v1",
     "env_var": "API2D_API_KEY",
     "profile": {}
@@ -163,6 +186,7 @@
   {
     "name": "api2gpt",
     "display": "API2GPT",
+    "tier": "unverified",
     "base_url": "https://api.api2gpt.com/v1",
     "env_var": "API2GPT_API_KEY",
     "profile": {}
@@ -170,6 +194,7 @@
   {
     "name": "apiserpent",
     "display": "API Serpent",
+    "tier": "unverified",
     "base_url": "https://api.apiserpent.com/v1",
     "env_var": "APISERPENT_API_KEY",
     "profile": {}
@@ -177,6 +202,7 @@
   {
     "name": "atlascloud",
     "display": "AtlasCloud",
+    "tier": "unverified",
     "base_url": "https://api.atlascloud.com/v1",
     "env_var": "ATLASCLOUD_API_KEY",
     "profile": {}
@@ -184,6 +210,7 @@
   {
     "name": "atomic_chat",
     "display": "Atomic Chat",
+    "tier": "listed",
     "base_url": "http://127.0.0.1:1337/v1",
     "env_var": "ATOMIC_CHAT_API_KEY",
     "profile": {}
@@ -191,6 +218,7 @@
   {
     "name": "auriko",
     "display": "Auriko",
+    "tier": "listed",
     "base_url": "https://api.auriko.ai/v1",
     "env_var": "AURIKO_API_KEY",
     "profile": {}
@@ -198,6 +226,7 @@
   {
     "name": "azure_ai",
     "display": "Azure AI",
+    "tier": "listed",
     "base_url": "https://models.inference.ai.azure.com",
     "env_var": "AZURE_AI_API_KEY",
     "profile": {}
@@ -205,6 +234,7 @@
   {
     "name": "baichuan",
     "display": "Baichuan AI",
+    "tier": "unverified",
     "base_url": "https://api.baichuan-ai.com/v1",
     "env_var": "BAICHUAN_API_KEY",
     "profile": {}
@@ -212,6 +242,7 @@
   {
     "name": "baidu",
     "display": "Baidu (文心/ERNIE)",
+    "tier": "unverified",
     "base_url": "https://qianfan.baidubce.com/v2",
     "env_var": "BAIDU_API_KEY",
     "profile": {}
@@ -219,6 +250,7 @@
   {
     "name": "baidu_v2",
     "display": "BaiduV2",
+    "tier": "unverified",
     "base_url": "https://qianfan.baidubce.com/v2",
     "env_var": "QIANFAN_API_KEY",
     "profile": {}
@@ -226,6 +258,7 @@
   {
     "name": "bailing",
     "display": "Bailing",
+    "tier": "listed",
     "base_url": "https://api.ant-ling.com/v1",
     "env_var": "BAILING_API_TOKEN",
     "profile": {}
@@ -233,6 +266,7 @@
   {
     "name": "baseten",
     "display": "Baseten",
+    "tier": "verified",
     "base_url": "https://inference.baseten.co/v1",
     "env_var": "BASETEN_API_KEY",
     "profile": {}
@@ -240,6 +274,7 @@
   {
     "name": "berget",
     "display": "Berget.AI",
+    "tier": "listed",
     "base_url": "https://api.berget.ai/v1",
     "env_var": "BERGET_API_KEY",
     "profile": {}
@@ -247,6 +282,7 @@
   {
     "name": "bigmodel",
     "display": "BigModel (智谱)",
+    "tier": "unverified",
     "base_url": "https://open.bigmodel.cn/api/paas/v4",
     "env_var": "BIGMODEL_API_KEY",
     "profile": {}
@@ -254,6 +290,7 @@
   {
     "name": "blueclaw",
     "display": "Blue Claw",
+    "tier": "listed",
     "base_url": "https://openai.blueclaw.network/v1",
     "env_var": "BLUECLAW_API_KEY",
     "profile": {}
@@ -261,6 +298,7 @@
   {
     "name": "bytedance",
     "display": "ByteDance",
+    "tier": "verified",
     "base_url": "https://ark.cn-beijing.volces.com/api/v3",
     "env_var": "ARK_API_KEY",
     "profile": {}
@@ -268,6 +306,7 @@
   {
     "name": "byteplus",
     "display": "BytePlus (Volcano)",
+    "tier": "unverified",
     "base_url": "https://ark.bytepluses.com/api/v3",
     "env_var": "BYTEPLUS_API_KEY",
     "profile": {}
@@ -275,6 +314,7 @@
   {
     "name": "bytez",
     "display": "Bytez",
+    "tier": "unverified",
     "base_url": "https://api.bytez.com/v2",
     "env_var": "BYTEZ_API_KEY",
     "profile": {}
@@ -282,6 +322,7 @@
   {
     "name": "canopywave",
     "display": "Canopywave",
+    "tier": "unverified",
     "base_url": "https://api.canopywave.com/v1",
     "env_var": "CANOPYWAVE_API_KEY",
     "profile": {}
@@ -289,6 +330,7 @@
   {
     "name": "cerebras",
     "display": "Cerebras",
+    "tier": "verified",
     "base_url": "https://api.cerebras.ai/v1",
     "env_var": "CEREBRAS_API_KEY",
     "profile": {}
@@ -296,6 +338,7 @@
   {
     "name": "chatgpt",
     "display": "ChatGPT (订阅)",
+    "tier": "verified",
     "base_url": "https://chatgpt.com/backend-api/codex",
     "env_var": "CHATGPT_API_KEY",
     "profile": {}
@@ -303,6 +346,7 @@
   {
     "name": "cherryin",
     "display": "cherryin",
+    "tier": "listed",
     "base_url": "https://open.cherryin.net",
     "env_var": "CHERRYIN_API_KEY",
     "profile": {}
@@ -310,6 +354,7 @@
   {
     "name": "chutes",
     "display": "Chutes",
+    "tier": "listed",
     "base_url": "https://llm.chutes.ai/v1",
     "env_var": "CHUTES_API_KEY",
     "profile": {}
@@ -317,6 +362,7 @@
   {
     "name": "clarifai",
     "display": "Clarifai",
+    "tier": "listed",
     "base_url": "https://api.clarifai.com/v2/ext/openai/v1",
     "env_var": "CLARIFAI_API_KEY",
     "profile": {}
@@ -324,6 +370,7 @@
   {
     "name": "claudinio",
     "display": "Claudinio",
+    "tier": "listed",
     "base_url": "https://api.claudin.io",
     "env_var": "CLAUDINIO_API_KEY",
     "profile": {}
@@ -331,6 +378,7 @@
   {
     "name": "cline_pass",
     "display": "Cline",
+    "tier": "listed",
     "base_url": "https://api.cline.bot/v1",
     "env_var": "CLINE_API_KEY",
     "profile": {}
@@ -338,6 +386,7 @@
   {
     "name": "closeai",
     "display": "CloseAI",
+    "tier": "unverified",
     "base_url": "https://api.closeai-proxy.xyz/v1",
     "env_var": "CLOSEAI_API_KEY",
     "profile": {}
@@ -345,6 +394,7 @@
   {
     "name": "cloudferro_sherlock",
     "display": "CloudFerro Sherlock",
+    "tier": "listed",
     "base_url": "https://api-sherlock.cloudferro.com/openai/v1",
     "env_var": "CLOUDFERRO_SHERLOCK_API_KEY",
     "profile": {}
@@ -352,6 +402,7 @@
   {
     "name": "cloudflare",
     "display": "Cloudflare",
+    "tier": "unverified",
     "base_url": "https://api.cloudflare.com/client/v4/accounts/{CLOUDFLARE_ACCOUNT_ID}/ai/v1",
     "env_var": "CLOUDFLARE_API_KEY",
     "profile": {}
@@ -359,6 +410,7 @@
   {
     "name": "cloudflare_workers_ai",
     "display": "Cloudflare Workers AI",
+    "tier": "listed",
     "base_url": "https://api.cloudflare.com/client/v4/accounts/{CLOUDFLARE_ACCOUNT_ID}/ai/v1",
     "env_var": "CLOUDFLARE_API_KEY",
     "profile": {}
@@ -366,6 +418,7 @@
   {
     "name": "codestral",
     "display": "Codestral (Mistral)",
+    "tier": "unverified",
     "base_url": "https://api.mistral.ai/v1",
     "env_var": "CODESTRAL_API_KEY",
     "profile": {}
@@ -373,6 +426,7 @@
   {
     "name": "cometapi",
     "display": "CometAPI",
+    "tier": "unverified",
     "base_url": "https://api.cometapi.com/v1",
     "env_var": "COMETAPI_API_KEY",
     "profile": {}
@@ -380,6 +434,7 @@
   {
     "name": "commandcode",
     "display": "CommandCode",
+    "tier": "unverified",
     "base_url": "https://api.commandcode.com/v1",
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   {
     "name": "tensormesh",
     "display": "Tensormesh",
+    "tier": "unverified",
     "base_url": "https://serverless.tensormesh.ai",
     "env_var": "YOUR_API_KEY",
     "profile": {}
@@ -1560,6 +1780,7 @@
   {
     "name": "the_grid_ai",
     "display": "The Grid AI",
+    "tier": "listed",
     "base_url": "https://api.thegrid.ai/v1",
     "env_var": "THEGRIDAI_API_KEY",
     "profile": {}
@@ -1567,6 +1788,7 @@
   {
     "name": "thinkingmachines",
     "display": "Thinking Machines",
+    "tier": "listed",
     "base_url": "https://tinker.thinkingmachines.dev/services/tinker-prod/oai/api/v1",
     "env_var": "TINKER_API_KEY",
     "profile": {}
@@ -1574,6 +1796,7 @@
   {
     "name": "tinfoil",
     "display": "Tinfoil",
+    "tier": "listed",
     "base_url": "https://inference.tinfoil.sh/v1",
     "env_var": "TINFOIL_API_KEY",
     "profile": {}
@@ -1581,6 +1804,7 @@
   {
     "name": "togetherai",
     "display": "Together AI",
+    "tier": "verified",
     "base_url": "https://api.together.xyz/v1",
     "env_var": "TOGETHER_API_KEY",
     "profile": {}
@@ -1588,6 +1812,7 @@
   {
     "name": "tokenflux",
     "display": "Tokenflux",
+    "tier": "listed",
     "base_url": "https://tokenflux.ai/v1",
     "env_var": "TOKENFLUX_API_KEY",
     "profile": {}
@@ -1595,6 +1820,7 @@
   {
     "name": "tokenpony",
     "display": "TokenPony",
+    "tier": "unverified",
     "base_url": "https://api.tokenpony.com/v1",
     "env_var": "TOKENPONY_API_KEY",
     "profile": {}
@@ -1602,6 +1828,7 @@
   {
     "name": "trustedrouter",
     "display": "TrustedRouter",
+    "tier": "listed",
     "base_url": "https://api.trustedrouter.com/v1",
     "env_var": "TRUSTEDROUTER_API_KEY",
     "profile": {}
@@ -1609,6 +1836,7 @@
   {
     "name": "tundra",
     "display": "Tundra",
+    "tier": "unverified",
     "base_url": "https://api.tundra.ai/v1",
     "env_var": "TUNDRA_API_KEY",
     "profile": {}
@@ -1616,6 +1844,7 @@
   {
     "name": "umans_ai",
     "display": "Umans AI",
+    "tier": "listed",
     "base_url": "https://api.code.umans.ai/v1",
     "env_var": "UMANS_AI_API_KEY",
     "profile": {}
@@ -1623,6 +1852,7 @@
   {
     "name": "unorouter",
     "display": "UnoRouter",
+    "tier": "listed",
     "base_url": "https://unorouter.com/en",
     "env_var": "UNOROUTER_API_KEY",
     "profile": {}
@@ -1630,6 +1860,7 @@
   {
     "name": "upstage",
     "display": "Upstage",
+    "tier": "listed",
     "base_url": "https://api.upstage.ai/v1",
     "env_var": "UPSTAGE_API_KEY",
     "profile": {}
@@ -1637,6 +1868,7 @@
   {
     "name": "v0",
     "display": "v0 (Vercel)",
+    "tier": "listed",
     "base_url": "https://api.v0.dev/v1",
     "env_var": "V0_API_KEY",
     "profile": {}
@@ -1644,6 +1876,7 @@
   {
     "name": "venice",
     "display": "Venice",
+    "tier": "listed",
     "base_url": "https://api.venice.ai/api/v1",
     "env_var": "VENICE_API_KEY",
     "profile": {}
@@ -1651,6 +1884,7 @@
   {
     "name": "vercel",
     "display": "Vercel",
+    "tier": "verified",
     "base_url": "https://api.v0.dev/v1",
     "env_var": "VERCEL_API_KEY",
     "profile": {}
@@ -1658,6 +1892,7 @@
   {
     "name": "vivgrid",
     "display": "Vivgrid",
+    "tier": "listed",
     "base_url": "https://api.vivgrid.com/v1",
     "env_var": "VIVGRID_API_KEY",
     "profile": {}
@@ -1665,6 +1900,7 @@
   {
     "name": "volc_engine",
     "display": "VolcEngine",
+    "tier": "unverified",
     "base_url": "https://ark.cn-beijing.volces.com/api/v3",
     "env_var": "ARK_API_KEY",
     "profile": {}
@@ -1672,6 +1908,7 @@
   {
     "name": "vultr",
     "display": "Vultr",
+    "tier": "listed",
     "base_url": "https://api.vultrinference.com/v1",
     "env_var": "VULTR_API_KEY",
     "profile": {}
@@ -1679,6 +1916,7 @@
   {
     "name": "wafer",
     "display": "Wafer",
+    "tier": "unverified",
     "base_url": "https://api.wafer.ai/v1",
     "env_var": "WAFER_API_KEY",
     "profile": {}
@@ -1686,6 +1924,7 @@
   {
     "name": "wandb",
     "display": "Weights & Biases",
+    "tier": "listed",
     "base_url": "https://api.inference.wandb.ai/v1",
     "env_var": "WANDB_API_KEY",
     "profile": {}
@@ -1693,6 +1932,7 @@
   {
     "name": "xiaomi_token_plan_ams",
     "display": "Xiaomi Token Plan (Europe)",
+    "tier": "unverified",
     "base_url": "https://token-plan-ams.xiaomimimo.com/v1",
     "env_var": "MIMO_API_KEY",
     "profile": {}
@@ -1700,6 +1940,7 @@
   {
     "name": "xiaomi_token_plan_cn",
     "display": "Xiaomi Token Plan (China)",
+    "tier": "unverified",
     "base_url": "https://token-plan-cn.xiaomimimo.com/v1",
     "env_var": "MIMO_API_KEY",
     "profile": {}
@@ -1707,6 +1948,7 @@
   {
     "name": "xiaomi_token_plan_sgp",
     "display": "Xiaomi Token Plan (Singapore)",
+    "tier": "unverified",
     "base_url": "https://token-plan-sgp.xiaomimimo.com/v1",
     "env_var": "MIMO_API_KEY",
     "profile": {}
@@ -1714,6 +1956,7 @@
   {
     "name": "xiaomimimo",
     "display": "Xiaomi MiMo",
+    "tier": "unverified",
     "base_url": "https://mimo.xiaomi.com/v1",
     "env_var": "XIAOMI_API_KEY",
     "profile": {}
@@ -1721,6 +1964,7 @@
   {
     "name": "xpersona",
     "display": "Xpersona",
+    "tier": "listed",
     "base_url": "https://www.xpersona.co/v1",
     "env_var": "XPERSONA_API_KEY",
     "profile": {}
@@ -1728,6 +1972,7 @@
   {
     "name": "xunfei",
     "display": "Xunfei",
+    "tier": "unverified",
     "base_url": "https://spark-api-open.xf-yun.com/v1",
     "env_var": "XUNFEI_API_PASSWORD",
     "profile": {}
@@ -1735,6 +1980,7 @@
   {
     "name": "zai",
     "display": "Zai",
+    "tier": "verified",
     "base_url": "https://api.z.ai/api/paas/v4",
     "env_var": "ZAI_API_KEY",
     "profile": {}
@@ -1742,6 +1988,7 @@
   {
     "name": "zai_coding_plan",
     "display": "Z.AI Coding Plan",
+    "tier": "listed",
     "base_url": "https://api.z.ai/api/anthropic",
     "env_var": "ZHIPU_API_KEY",
     "profile": {}
@@ -1749,6 +1996,7 @@
   {
     "name": "zeldoc",
     "display": "Zeldoc",
+    "tier": "listed",
     "base_url": "https://api.zeldoc.ai/v1",
     "env_var": "ZELDOC_API_KEY",
     "profile": {}
@@ -1756,6 +2004,7 @@
   {
     "name": "zenmux",
     "display": "ZenMux",
+    "tier": "listed",
     "base_url": "https://zenmux.ai/api/v1",
     "env_var": "ZENMUX_API_KEY",
     "profile": {}
@@ -1763,6 +2012,7 @@
   {
     "name": "zhipu_v4",
     "display": "ZhipuV4",
+    "tier": "unverified",
     "base_url": "https://open.bigmodel.cn/api/paas/v4",
     "env_var": "ZHIPU_API_KEY",
     "profile": {}
@@ -1770,6 +2020,7 @@
   {
     "name": "zhipuai_coding_plan",
     "display": "Zhipu AI Coding Plan",
+    "tier": "unverified",
     "base_url": "https://open.bigmodel.cn/api/coding/paas/v4",
     "env_var": "ZHIPU_API_KEY",
     "profile": {}

From e3b074819e903dadd500b88d3cf26e289e368d09 Mon Sep 17 00:00:00 2001
From: Card Cunningham <cclovedoudou@gmail.com>
Date: Fri, 4 Sep 2026 21:05:18 +0800
Subject: [PATCH 07/13] docs(providers): show tiers in providers.md and gate it
 in --check

The generated provider table now has a Tier column with verified rows first
and a legend defining the three tiers. `--check` mirrors the
gen_provider_names.py UX so CI can catch a stale docs/api/providers.md
instead of trusting people to rerun the generator.
---
 docs/api/providers.md        | 508 ++++++++++++++++++-----------------
 scripts/gen_providers_doc.py |  50 +++-
 2 files changed, 296 insertions(+), 262 deletions(-)

diff --git a/docs/api/providers.md b/docs/api/providers.md
index 68dc55a5..ca985e4f 100644
--- a/docs/api/providers.md
+++ b/docs/api/providers.md
@@ -7,259 +7,261 @@
 
 ## Registry-backed (OpenAI-compatible) — 251
 
-| name | display | env var | base_url |
-|------|---------|---------|----------|
-| `abacus` | Abacus | `ABACUS_API_KEY` | `https://routellm.abacus.ai/v1` |
-| `abliteration_ai` | Abliteration AI | `ABLIT_KEY` | `https://api.abliteration.ai/v1` |
-| `ai21` | AI21 Labs | `AI21_API_KEY` | `https://api.ai21.ai/v1` |
-| `ai302` | 302.AI | `AI302_API_KEY` | `https://api.302.ai/v1` |
-| `ai_router` | AI-ROUTER | `AI_ROUTER_API_KEY` | `https://api.ai-router.dev/v1` |
-| `aiand` | AIand | `AIAND_API_KEY` | `https://api.aiand.com/v1` |
-| `aibadgr` | AI Badgr | `AIBADGR_API_KEY` | `https://api.aibadgr.com/v1` |
-| `aigc2d` | AIGC2D | `AIGC2D_API_KEY` | `https://api.aigc2d.com/v1` |
-| `aihubmix` | AIHubMix | `AIHUBMIX_API_KEY` | `https://aihubmix.com/v1` |
-| `ails` | AILS | `AILS_API_KEY` | `https://api.caipacity.com/v1` |
-| `aiml` | AI/ML API | `AIML_API_KEY` | `https://api.aimlapi.com/v1` |
-| `aki_io` | AKI.IO | `AKI_IO_API_KEY` | `https://aki.io/openai/v1` |
-| `albert` | Albert | `ALBERT_API_KEY` | `https://api.albert.ai/v1` |
-| `alibaba` | Alibaba Cloud (DashScope) | `ALIBABA_API_KEY` | `https://dashscope-intl.aliyuncs.com/compatible-mode/v1` |
-| `alibaba_coding_plan` | Alibaba Coding Plan | `ALIBABA_CODING_PLAN_API_KEY` | `https://coding-intl.dashscope.aliyuncs.com/v1` |
-| `alibaba_coding_plan_cn` | Alibaba Coding Plan (China) | `ALIBABA_CODING_PLAN_API_KEY` | `https://coding.dashscope.aliyuncs.com/v1` |
-| `alibaba_token_plan` | Alibaba Token Plan | `ALIBABA_TOKEN_PLAN_API_KEY` | `https://token-plan.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1` |
-| `alibaba_token_plan_cn` | Alibaba Token Plan (China) | `ALIBABA_TOKEN_PLAN_API_KEY` | `https://token-plan.cn-beijing.maas.aliyuncs.com/compatible-mode/v1` |
-| `ambient` | Ambient | `AMBIENT_API_KEY` | `https://api.ambient.xyz/v1` |
-| `anyapi` | AnyAPI | `ANYAPI_KEY` | `https://api.anyapi.ai/v1` |
-| `anyscale` | Anyscale | `ANYSCALE_API_KEY` | `https://api.endpoints.anyscale.com/v1` |
-| `apertis` | Apertis | `STIMA_API_KEY` | `https://api.stima.tech/v1` |
-| `api2d` | API2D | `API2D_API_KEY` | `https://oa.api2d.net/v1` |
-| `api2gpt` | API2GPT | `API2GPT_API_KEY` | `https://api.api2gpt.com/v1` |
-| `apiserpent` | API Serpent | `APISERPENT_API_KEY` | `https://api.apiserpent.com/v1` |
-| `atlascloud` | AtlasCloud | `ATLASCLOUD_API_KEY` | `https://api.atlascloud.com/v1` |
-| `atomic_chat` | Atomic Chat | `ATOMIC_CHAT_API_KEY` | `http://127.0.0.1:1337/v1` |
-| `auriko` | Auriko | `AURIKO_API_KEY` | `https://api.auriko.ai/v1` |
-| `azure_ai` | Azure AI | `AZURE_AI_API_KEY` | `https://models.inference.ai.azure.com` |
-| `baichuan` | Baichuan AI | `BAICHUAN_API_KEY` | `https://api.baichuan-ai.com/v1` |
-| `baidu` | Baidu (文心/ERNIE) | `BAIDU_API_KEY` | `https://qianfan.baidubce.com/v2` |
-| `baidu_v2` | BaiduV2 | `QIANFAN_API_KEY` | `https://qianfan.baidubce.com/v2` |
-| `bailing` | Bailing | `BAILING_API_TOKEN` | `https://api.ant-ling.com/v1` |
-| `baseten` | Baseten | `BASETEN_API_KEY` | `https://inference.baseten.co/v1` |
-| `berget` | Berget.AI | `BERGET_API_KEY` | `https://api.berget.ai/v1` |
-| `bigmodel` | BigModel (智谱) | `BIGMODEL_API_KEY` | `https://open.bigmodel.cn/api/paas/v4` |
-| `blueclaw` | Blue Claw | `BLUECLAW_API_KEY` | `https://openai.blueclaw.network/v1` |
-| `bytedance` | ByteDance | `ARK_API_KEY` | `https://ark.cn-beijing.volces.com/api/v3` |
-| `byteplus` | BytePlus (Volcano) | `BYTEPLUS_API_KEY` | `https://ark.bytepluses.com/api/v3` |
-| `bytez` | Bytez | `BYTEZ_API_KEY` | `https://api.bytez.com/v2` |
-| `canopywave` | Canopywave | `CANOPYWAVE_API_KEY` | `https://api.canopywave.com/v1` |
-| `cerebras` | Cerebras | `CEREBRAS_API_KEY` | `https://api.cerebras.ai/v1` |
-| `chatgpt` | ChatGPT (订阅) | `CHATGPT_API_KEY` | `https://chatgpt.com/backend-api/codex` |
-| `cherryin` | cherryin | `CHERRYIN_API_KEY` | `https://open.cherryin.net` |
-| `chutes` | Chutes | `CHUTES_API_KEY` | `https://llm.chutes.ai/v1` |
-| `clarifai` | Clarifai | `CLARIFAI_API_KEY` | `https://api.clarifai.com/v2/ext/openai/v1` |
-| `claudinio` | Claudinio | `CLAUDINIO_API_KEY` | `https://api.claudin.io` |
-| `cline_pass` | Cline | `CLINE_API_KEY` | `https://api.cline.bot/v1` |
-| `closeai` | CloseAI | `CLOSEAI_API_KEY` | `https://api.closeai-proxy.xyz/v1` |
-| `cloudferro_sherlock` | CloudFerro Sherlock | `CLOUDFERRO_SHERLOCK_API_KEY` | `https://api-sherlock.cloudferro.com/openai/v1` |
-| `cloudflare` | Cloudflare | `CLOUDFLARE_API_KEY` | `https://api.cloudflare.com/client/v4/accounts/{CLOUDFLARE_ACCOUNT_ID}/ai/v1` |
-| `cloudflare_workers_ai` | Cloudflare Workers AI | `CLOUDFLARE_API_KEY` | `https://api.cloudflare.com/client/v4/accounts/{CLOUDFLARE_ACCOUNT_ID}/ai/v1` |
-| `codestral` | Codestral (Mistral) | `CODESTRAL_API_KEY` | `https://api.mistral.ai/v1` |
-| `cometapi` | CometAPI | `COMETAPI_API_KEY` | `https://api.cometapi.com/v1` |
-| `commandcode` | CommandCode | `COMMANDCODE_API_KEY` | `https://api.commandcode.com/v1` |
-| `compactifai` | CompactifAI | `COMPACTIFAI_API_KEY` | `https://api.compactif.ai/v1` |
-| `copilot` | GitHub Copilot | `COPILOT_API_KEY` | `https://api.githubcopilot.com` |
-| `cortecs` | Cortecs | `CORTECS_API_KEY` | `https://api.cortecs.ai/v1/` |
-| `coze` | Coze (扣子) | `COZE_API_KEY` | `https://api.coze.cn/v1` |
-| `crof` | CrofAI | `CROF_API_KEY` | `https://crof.ai/v1` |
-| `crossmodel` | CrossModel | `CROSSMODEL_API_KEY` | `https://api.crossmodel.ai/v1` |
-| `crusoe` | Crusoe | `CRUSOE_API_KEY` | `https://api.inference.crusoecloud.com/v1` |
-| `daoxe` | DaoXE | `DAOXE_API_KEY` | `https://daoxe.com/v1` |
-| `darkbloom` | Darkbloom | `DARKBLOOM_API_KEY` | `https://api.darkbloom.dev/v1` |
-| `databricks` | Databricks | `DATABRICKS_API_KEY` | `https://databricks.com/serving-endpoints` |
-| `datarobot` | DataRobot | `DATAROBOT_API_TOKEN` | `https://app.datarobot.com/api/v2` |
-| `deepbricks` | DeepBricks | `DEEPBRICKS_API_KEY` | `https://api.deepbricks.ai/v1` |
-| `deepinfra` | DeepInfra | `DEEPINFRA_API_KEY` | `https://api.deepinfra.com/v1/openai` |
-| `deepseek` | DeepSeek | `DEEPSEEK_API_KEY` | `https://api.deepseek.com/v1` |
-| `digitalocean` | DigitalOcean | `DIGITALOCEAN_ACCESS_TOKEN` | `https://inference.do-ai.run` |
-| `dinference` | DInference | `DINFERENCE_API_KEY` | `https://api.dinference.com/v1` |
-| `doubao` | Doubao | `ARK_API_KEY` | `https://ark.cn-beijing.volces.com/api/v3` |
-| `doubleword` | Doubleword | `DOUBLEWORD_API_KEY` | `https://api.doubleword.ai/v1` |
-| `drun` | D.Run (China) | `DRUN_API_KEY` | `https://chat.d.run/v1` |
-| `ebcloud` | EBCloud | `EBCLOUD_API_KEY` | `https://maas-api.ebcloud.com/v1` |
-| `embercloud` | Embercloud | `EMBERCLOUD_API_KEY` | `https://api.embercloud.com/v1` |
-| `empiriolabs` | EmpirioLabs AI | `EMPIRIOLABS_API_KEY` | `https://api.empiriolabs.ai/v1` |
-| `evroc` | evroc | `EVROC_API_KEY` | `https://models.think.evroc.com/v1` |
-| `fastcrw` | FastCRW | `FASTCRW_API_KEY` | `https://fastcrw.com/api/v1` |
-| `fastgpt` | FastGPT | `FASTGPT_API_KEY` | `https://api.fastgpt.in/v1` |
-| `fastrouter` | FastRouter | `FASTROUTER_API_KEY` | `https://api.fastrouter.ai/v1` |
-| `featherless_ai` | Featherless AI | `FEATHERLESS_API_KEY` | `https://api.featherless.ai/v1` |
-| `firepass` | Fireworks (Firepass) | `FIREWORKS_API_KEY` | `https://api.fireworks.ai/inference/v1` |
-| `fireworks` | Fireworks | `FIREWORKS_API_KEY` | `https://api.fireworks.ai/inference/v1` |
-| `freemodel` | FreeModel | `FREEMODEL_API_KEY` | `https://api.freemodel.dev/v1` |
-| `friendliai` | FriendliAI | `FRIENDLIAI_API_KEY` | `https://inference.friendli.ai/v1` |
-| `frogbot` | FrogBot | `FROGBOT_API_KEY` | `https://app.frogbot.ai/api/v1` |
-| `galadriel` | Galadriel | `GALADRIEL_API_KEY` | `https://api.galadriel.com/v1` |
-| `gdc` | GDC | `GDC_API_KEY` | `https://api.gdc.ai/v1` |
-| `gigachat` | GigaChat (Sberbank) | `GIGACHAT_API_KEY` | `https://gigachat.devices.sberbank.ru/api/v1` |
-| `github` | GitHub Models | `GITHUB_TOKEN` | `https://models.inference.ai.azure.com` |
-| `gmi` | GMI | `GMI_API_KEY` | `https://api.gmi-serving.com/v1` |
-| `gmicloud` | GMI Cloud | `GMI_API_KEY` | `https://api.gmi-serving.com/v1` |
-| `gonka24` | Gonka24 | `GONKA24_API_KEY` | `https://api.gonka24.com/v1` |
-| `gradient_ai` | Gradient AI | `GRADIENT_API_KEY` | `https://inference.do-ai.run/v1` |
-| `groq` | Groq | `GROQ_API_KEY` | `https://api.groq.com/openai/v1` |
-| `helicone` | Helicone | `HELICONE_API_KEY` | `https://api.helicone.ai/v1` |
-| `heroku` | Heroku AI | `HEROKU_API_KEY` | `https://api.heroku.com/inference/v1` |
-| `hetzner` | Hetzner | `HETZNER_VLLM_API_KEY` | `https://inference.hetzner.com/api/v1` |
-| `hosted_vllm` | Hosted vLLM | `HOSTED_VLLM_API_KEY` | `https://hosted-vllm-api.com/v1` |
-| `hpc_ai` | HPC-AI | `INFERENCE_API_KEY` | `https://api.hpc-ai.com/inference/v1` |
-| `hyperbolic` | Hyperbolic | `HYPERBOLIC_API_KEY` | `https://api.hyperbolic.xyz/v1` |
-| `iflowcn` | iFlow | `IFLOW_API_KEY` | `https://apis.iflow.cn/v1` |
-| `inception` | Inception Labs | `INCEPTION_API_KEY` | `https://api.inceptionlabs.ai/v1` |
-| `inceptron` | Inceptron | `INCEPTRON_API_KEY` | `https://api.inceptron.io/v1` |
-| `inference_net` | Inference.net | `INFERENCE_NET_API_KEY` | `https://api.inference.net/v1` |
-| `inferencehub` | InferenceHub | `INFERENCEHUB_API_KEY` | `https://app.inferencehub.tech/v1` |
-| `inferx` | InferX | `INFERX_API_KEY` | `https://model.inferx.net/v1` |
-| `infinity` | Infinity AI | `INFINITY_API_KEY` | `https://infinity.ai/api/v1` |
-| `io_net` | IO.NET | `IOINTELLIGENCE_API_KEY` | `https://api.intelligence.io.solutions/api/v1` |
-| `jiekou` | Jiekou.AI | `JIEKOU_API_KEY` | `https://api.highwayapi.ai/openai` |
-| `kenari` | Kenari | `KENARI_API_KEY` | `https://kenari.id/v1` |
-| `kilo` | Kilo | `KILO_API_KEY` | `https://api.kilo.ai/v1` |
-| `kimi` | Kimi | `MOONSHOT_API_KEY` | `https://api.moonshot.ai/v1` |
-| `kimi_for_coding` | Kimi For Coding | `KIMI_API_KEY` | `https://api.kimi.com/coding/v1` |
-| `kiro` | Kiro | `KIRO_API_KEY` | `https://api.kiro.dev/v1` |
-| `kluster_ai` | Kluster AI | `KLUSTER_API_KEY` | `https://api.kluster.ai/v1` |
-| `krutrim` | Krutrim | `KRUTRIM_API_KEY` | `https://api.krutrim.ai/v1` |
-| `kuae_cloud_coding_plan` | KUAE Cloud Coding Plan | `KUAE_API_KEY` | `https://coding-plan-endpoint.kuaecloud.net/v1` |
-| `lambda_ai` | Lambda AI | `LAMBDA_API_KEY` | `https://api.lambda.ai/v1` |
-| `lemonade` | Lemonade | `LEMONADE_API_KEY` | `http://localhost:13305/v1` |
-| `lemonfox_ai` | Lemonfox AI | `LEMONFOX_API_KEY` | `https://api.lemonfox.ai/v1` |
-| `libertai` | Libertai | `LIBERTAI_API_KEY` | `https://api.libertai.io/v1` |
-| `lilac` | Lilac | `LILAC_API_KEY` | `https://api.getlilac.com/v1` |
-| `lingyiwanwu` | Lingyiwanwu (零一万物) | `LINGYIWANWU_API_KEY` | `https://api.lingyiwanwu.com/v1` |
-| `llama` | Llama | `LLAMA_API_KEY` | `https://api.llama.com/compat/v1/` |
-| `llamagate` | Llamagate | `LLAMAGATE_API_KEY` | `https://api.llamagate.dev/v1` |
-| `llmgateway` | LLM Gateway | `LLM_GATEWAY_API_KEY` | `https://api.llmgateway.io/v1` |
-| `llmtr` | LLMTR | `LLMTR_API_KEY` | `https://llmtr.com/v1` |
-| `longcat` | LongCat | `LONGCAT_API_KEY` | `https://api.longcat.chat/v1` |
-| `lucidquery` | LucidQuery | `LUCIDQUERY_API_KEY` | `https://api.lucidquery.com/v1` |
-| `lynkr` | Lynkr | `LYNKR_API_KEY` | `http://localhost:8081/v1` |
-| `matterai` | Matter AI | `MATTERAI_API_KEY` | `https://api.matterai.com/v1` |
-| `meganova` | Meganova | `MEGANOVA_API_KEY` | `https://api.meganova.ai/v1` |
-| `merge_gateway` | Merge Gateway | `MERGE_GATEWAY_API_KEY` | `https://api-gateway.merge.dev/v1/openai` |
-| `meta` | Meta | `MODEL_API_KEY` | `https://api.meta.ai/v1` |
-| `meta_llama` | Meta Llama API | `LLAMA_API_KEY` | `https://api.llama.com/compat/v1` |
-| `mimo` | Mimo | `MIMO_API_KEY` | `https://api.xiaomimimo.com/v1` |
-| `minimax` | MiniMax | `MINIMAX_API_KEY` | `https://api.minimax.io/v1` |
-| `minimax_cn` | MiniMax (minimaxi.com) | `MINIMAX_API_KEY` | `https://api.minimaxi.com/v1` |
-| `minimax_cn_coding_plan` | MiniMax Token Plan (minimaxi.com) | `MINIMAX_API_KEY` | `https://api.minimaxi.com/v1` |
-| `minimax_coding_plan` | MiniMax Token Plan (minimax.io) | `MINIMAX_API_KEY` | `https://api.minimax.io/anthropic/v1` |
-| `mira` | Mira | `MIRA_API_KEY` | `https://api.mira.so/v1` |
-| `mixlayer` | Mixlayer | `MIXLAYER_API_KEY` | `https://models.mixlayer.ai/v1` |
-| `moark` | Moark | `MOARK_API_KEY` | `https://api.moark.com/v1` |
-| `modal` | Modal | `MODAL_API_KEY` | `https://modal.com/v1` |
-| `model_oracle_ai` | Model Oracle AI | `MODEL_ORACLE_API_KEY` | `https://api.modeloracle.com/api/v1` |
-| `modelscope` | ModelScope | `MODELSCOPE_API_KEY` | `https://api-inference.modelscope.cn/v1` |
-| `moonshotai` | Moonshot AI | `MOONSHOT_API_KEY` | `https://api.moonshot.cn/v1` |
-| `moonshotai_cn` | Moonshot AI (China) | `MOONSHOT_API_KEY` | `https://api.moonshot.cn/anthropic/v1` |
-| `morph` | Morph LLM | `MORPH_API_KEY` | `https://api.morphllm.com/v1` |
-| `nanogpt` | NanoGPT | `NANOGPT_API_KEY` | `https://api.nanogpt.com/v1` |
-| `ncompass` | Ncompass | `NCOMPASS_API_KEY` | `https://api.ncompass.tech/v1` |
-| `nearai` | NEAR AI Cloud | `NEARAI_API_KEY` | `https://cloud-api.near.ai/v1` |
-| `nebius` | Nebius AI | `NEBIUS_API_KEY` | `https://api.studio.nebius.ai/v1` |
-| `neon` | Neon | `NEON_AI_GATEWAY_TOKEN` | `https://<branch-host>/v1` |
-| `neuralwatt` | Neuralwatt | `NEURALWATT_API_KEY` | `https://api.neuralwatt.com/v1` |
-| `nextbit` | NextBit | `NEXTBIT_API_KEY` | `https://api.nextbit.ai/v1` |
-| `nlp_cloud` | NLP Cloud | `NLPCLOUD_API_KEY` | `https://api.nlpcloud.io/v1` |
-| `nous_research` | Nous Research | `NOUS_API_KEY` | `https://api.nousresearch.com/v1` |
-| `novita` | Novita AI | `NOVITA_API_KEY` | `https://api.novita.ai/v1` |
-| `nscale` | Nscale | `NSCALE_API_KEY` | `https://inference.api.nscale.com/v1` |
-| `nvidia_nim` | NVIDIA NIM | `NVIDIA_API_KEY` | `https://integrate.api.nvidia.com/v1` |
-| `oci` | OCI | `OCI_API_KEY` | `https://inference.generativeai.${region}.oci.oraclecloud.com/openai/v1` |
-| `ofox` | OfoxAI | `OFOX_API_KEY` | `https://api.ofox.ai/v1` |
-| `ohmygpt` | OhMyGPT | `OHMYGPT_API_KEY` | `https://api.ohmygpt.com/v1` |
-| `ollama_cloud` | Ollama Cloud | `OLLAMA_CLOUD_API_KEY` | `https://api.ollama.com/v1` |
-| `openaimax` | OpenAIMax | `OPENAIMAX_API_KEY` | `https://api.openaimax.com/v1` |
-| `openaisb` | OpenAI-SB | `OPENAISB_API_KEY` | `https://api.openaisb.com/v1` |
-| `opencode` | OpenCode Zen | `OPENCODE_API_KEY` | `https://api.opencode.zen/v1` |
-| `opencode_go` | OpenCode Go | `OPENCODE_GO_API_KEY` | `https://api.opencode.dev/v1` |
-| `opencode_zen` | OpenCode Zen | `OPENCODE_ZEN_API_KEY` | `https://api.opencode.zen/v1` |
-| `orcarouter` | OrcaRouter | `ORCAROUTER_API_KEY` | `https://api.orcarouter.com/v1` |
-| `ovhcloud` | OVHcloud AI | `OVHCLOUD_API_KEY` | `https://oai.endpoints.kepler.ai.cloud.ovh.net/v1` |
-| `parasail` | Parasail | `PARASAIL_API_KEY` | `https://api.parasail.io/v1` |
-| `perfxcloud` | PerfXCloud | `PERFXCLOUD_API_KEY` | `https://api.perfxcloud.com/v1` |
-| `perplexity` | Perplexity | `PERPLEXITY_API_KEY` | `https://api.perplexity.ai` |
-| `perplexity_agent` | Perplexity Agent | `PERPLEXITY_API_KEY` | `https://api.perplexity.ai/v1` |
-| `petals` | Petals | `PETALS_API_KEY` | `https://api.petals.dev/v1` |
-| `pinstripes` | Pinstripes | `PINSTRIPES_API_KEY` | `https://api.pinstripes.io/v1` |
-| `pioneer` | Pioneer | `PIONEER_API_KEY` | `https://api.pioneer.ai/v1` |
-| `poe` | Poe | `POE_API_KEY` | `https://api.poe.com/v1` |
-| `poolside` | Poolside | `POOLSIDE_API_KEY` | `https://inference.poolside.ai/v1` |
-| `portkey` | Portkey Gateway | `PORTKEY_API_KEY` | `https://api.portkey.ai/v1` |
-| `ppinfra` | PPInfra（PPIO 派欧云） | `PPIO_API_KEY` | `https://api.ppio.com/openai` |
-| `predibase` | Predibase | `PREDIBASE_API_KEY` | `https://serving.app.predibase.com/v1` |
-| `privatemode_ai` | Privatemode AI | `PRIVATEMODE_API_KEY` | `http://localhost:8080/v1` |
-| `publicai` | Publicai | `PUBLICAI_API_KEY` | `https://platform.publicai.co/v1` |
-| `qihang_ai` | QiHang（启航 AI） | `QIHANG_API_KEY` | `https://api.qhaigc.net/v1` |
-| `qihoo360` | 360 AI | `AI360_API_KEY` | `https://api.360.cn/v1` |
-| `qiniu_ai` | Qiniu AI | `QINIU_API_KEY` | `https://api.qiniu.com/v1` |
-| `regolo_ai` | Regolo AI | `REGOLO_API_KEY` | `https://api.regolo.ai/v1` |
-| `reka_ai` | Reka AI | `REKA_API_KEY` | `https://api.reka.ai/v1` |
-| `requesty` | Requesty | `REQUESTY_API_KEY` | `https://api.requesty.ai/v1` |
-| `reve` | Reve | `REVE_API_KEY` | `https://api.reve.ai/v1` |
-| `routing_run` | routing.run | `ROUTING_RUN_API_KEY` | `https://api.routing.run/v1` |
-| `sakana` | Sakana AI | `SAKANA_API_KEY` | `https://api.sakana.ai/v1` |
-| `sambanova` | SambaNova | `SAMBANOVA_API_KEY` | `https://api.sambanova.ai/v1` |
-| `sarvam` | Sarvam AI | `SARVAM_API_KEY` | `https://api.sarvam.ai/v1` |
-| `scaleway` | Scaleway AI | `SCALEWAY_API_KEY` | `https://api.scaleway.ai/v1` |
-| `scx_ai` | SCX AI | `SCX_AI_API_KEY` | `https://api.scx.ai/v1` |
-| `siliconflow` | SiliconFlow | `SILICONFLOW_API_KEY` | `https://api.siliconflow.cn/v1` |
-| `snowflake` | Snowflake | `SNOWFLAKE_PAT` | `https://<account-identifier>.snowflakecomputing.com/api/v2/cortex/v1` |
-| `snowflake_cortex` | Snowflake Cortex | `SNOWFLAKE_CORTEX_PAT` | `https://<account-identifier>.snowflakecomputing.com/api/v2/cortex/v1` |
-| `stackit` | STACKIT | `STACKIT_API_KEY` | `https://api.openai-compat.model-serving.eu01.onstackit.cloud/v1` |
-| `stepfun` | StepFun (阶跃星辰) | `STEPFUN_API_KEY` | `https://api.stepfun.com/v1` |
-| `stepfun_ai_step_plan` | StepFun Step Plan (Global) | `STEPFUN_API_KEY` | `https://api.stepfun.ai/step_plan/v1` |
-| `stepfun_step_plan` | StepFun Step Plan (China) | `STEPFUN_API_KEY` | `https://api.stepfun.com/step_plan/v1` |
-| `subconscious` | Subconscious | `SUBCONSCIOUS_API_KEY` | `https://api.subconscious.dev/v1` |
-| `submodel` | SubModel | `SUBMODEL_API_KEY` | `https://api.submodel.com/v1` |
-| `synthetic` | Synthetic | `SYNTHETIC_API_KEY` | `https://api.synthetic.new/openai/v1` |
-| `tencent` | Tencent (混元/Hunyuan) | `TENCENT_API_KEY` | `https://api.hunyuan.cloud.tencent.com/v1` |
-| `tencent_coding_plan` | Tencent Coding Plan (China) | `TENCENT_CODING_PLAN_API_KEY` | `https://api.lkeap.cloud.tencent.com/coding/v3` |
-| `tencent_token_plan` | Tencent Token Plan | `TENCENT_TOKEN_PLAN_API_KEY` | `https://api.lkeap.cloud.tencent.com/plan/v3` |
-| `tencent_token_plan_enterprise_auto` | 腾讯云 Token Plan / Token Plan 企业版轻享套餐 | `TENCENT_TOKEN_PLAN_ENTERPRISE_API_KEY` | `https://tokenhub.tencentmaas.com/plan/v3` |
-| `tencent_token_plan_enterprise_pro` | 腾讯云 Token Plan / Token Plan 企业版专业套餐 | `TENCENT_TOKEN_PLAN_ENTERPRISE_API_KEY` | `https://tokenhub.tencentmaas.com/plan/v3` |
-| `tencent_token_plan_general_personal` | 腾讯云 Token Plan / 通用 Token Plan（个人版） | `TENCENT_TOKEN_PLAN_API_KEY` | `https://api.lkeap.cloud.tencent.com/plan/v3` |
-| `tencent_token_plan_hy_personal` | 腾讯云 Token Plan / Hy Token Plan（个人版） | `TENCENT_TOKEN_PLAN_API_KEY` | `https://api.lkeap.cloud.tencent.com/plan/v3` |
-| `tencent_tokenhub` | Tencent TokenHub | `TENCENT_TOKENHUB_API_KEY` | `https://tokenhub.tencentmaas.com/v1` |
-| `tensormesh` | Tensormesh | `YOUR_API_KEY` | `https://serverless.tensormesh.ai` |
-| `the_grid_ai` | The Grid AI | `THEGRIDAI_API_KEY` | `https://api.thegrid.ai/v1` |
-| `thinkingmachines` | Thinking Machines | `TINKER_API_KEY` | `https://tinker.thinkingmachines.dev/services/tinker-prod/oai/api/v1` |
-| `tinfoil` | Tinfoil | `TINFOIL_API_KEY` | `https://inference.tinfoil.sh/v1` |
-| `togetherai` | Together AI | `TOGETHER_API_KEY` | `https://api.together.xyz/v1` |
-| `tokenflux` | Tokenflux | `TOKENFLUX_API_KEY` | `https://tokenflux.ai/v1` |
-| `tokenpony` | TokenPony | `TOKENPONY_API_KEY` | `https://api.tokenpony.com/v1` |
-| `trustedrouter` | TrustedRouter | `TRUSTEDROUTER_API_KEY` | `https://api.trustedrouter.com/v1` |
-| `tundra` | Tundra | `TUNDRA_API_KEY` | `https://api.tundra.ai/v1` |
-| `umans_ai` | Umans AI | `UMANS_AI_API_KEY` | `https://api.code.umans.ai/v1` |
-| `unorouter` | UnoRouter | `UNOROUTER_API_KEY` | `https://unorouter.com/en` |
-| `upstage` | Upstage | `UPSTAGE_API_KEY` | `https://api.upstage.ai/v1` |
-| `v0` | v0 (Vercel) | `V0_API_KEY` | `https://api.v0.dev/v1` |
-| `venice` | Venice | `VENICE_API_KEY` | `https://api.venice.ai/api/v1` |
-| `vercel` | Vercel | `VERCEL_API_KEY` | `https://api.v0.dev/v1` |
-| `vivgrid` | Vivgrid | `VIVGRID_API_KEY` | `https://api.vivgrid.com/v1` |
-| `volc_engine` | VolcEngine | `ARK_API_KEY` | `https://ark.cn-beijing.volces.com/api/v3` |
-| `vultr` | Vultr | `VULTR_API_KEY` | `https://api.vultrinference.com/v1` |
-| `wafer` | Wafer | `WAFER_API_KEY` | `https://api.wafer.ai/v1` |
-| `wandb` | Weights & Biases | `WANDB_API_KEY` | `https://api.inference.wandb.ai/v1` |
-| `xiaomi_token_plan_ams` | Xiaomi Token Plan (Europe) | `MIMO_API_KEY` | `https://token-plan-ams.xiaomimimo.com/v1` |
-| `xiaomi_token_plan_cn` | Xiaomi Token Plan (China) | `MIMO_API_KEY` | `https://token-plan-cn.xiaomimimo.com/v1` |
-| `xiaomi_token_plan_sgp` | Xiaomi Token Plan (Singapore) | `MIMO_API_KEY` | `https://token-plan-sgp.xiaomimimo.com/v1` |
-| `xiaomimimo` | Xiaomi MiMo | `XIAOMI_API_KEY` | `https://mimo.xiaomi.com/v1` |
-| `xpersona` | Xpersona | `XPERSONA_API_KEY` | `https://www.xpersona.co/v1` |
-| `xunfei` | Xunfei | `XUNFEI_API_PASSWORD` | `https://spark-api-open.xf-yun.com/v1` |
-| `zai` | Zai | `ZAI_API_KEY` | `https://api.z.ai/api/paas/v4` |
-| `zai_coding_plan` | Z.AI Coding Plan | `ZHIPU_API_KEY` | `https://api.z.ai/api/anthropic` |
-| `zeldoc` | Zeldoc | `ZELDOC_API_KEY` | `https://api.zeldoc.ai/v1` |
-| `zenmux` | ZenMux | `ZENMUX_API_KEY` | `https://zenmux.ai/api/v1` |
-| `zhipu_v4` | ZhipuV4 | `ZHIPU_API_KEY` | `https://open.bigmodel.cn/api/paas/v4` |
-| `zhipuai_coding_plan` | Zhipu AI Coding Plan | `ZHIPU_API_KEY` | `https://open.bigmodel.cn/api/coding/paas/v4` |
+**Tier** records how much evidence backs a row. `verified` — exercised against a recorded cassette in `aimux-providers/tests/cassettes/`, so the base URL and the wire shape are known-good. `listed` — the provider appears in an upstream catalogue (models.dev or anya2a) but aimux has no recording of it. `unverified` — neither, so the row is a lead collected from vendor docs and may be wrong or dead.
+
+| name | display | tier | env var | base_url |
+|------|---------|------|---------|----------|
+| `alibaba` | Alibaba Cloud (DashScope) | verified | `ALIBABA_API_KEY` | `https://dashscope-intl.aliyuncs.com/compatible-mode/v1` |
+| `baseten` | Baseten | verified | `BASETEN_API_KEY` | `https://inference.baseten.co/v1` |
+| `bytedance` | ByteDance | verified | `ARK_API_KEY` | `https://ark.cn-beijing.volces.com/api/v3` |
+| `cerebras` | Cerebras | verified | `CEREBRAS_API_KEY` | `https://api.cerebras.ai/v1` |
+| `chatgpt` | ChatGPT (订阅) | verified | `CHATGPT_API_KEY` | `https://chatgpt.com/backend-api/codex` |
+| `copilot` | GitHub Copilot | verified | `COPILOT_API_KEY` | `https://api.githubcopilot.com` |
+| `deepinfra` | DeepInfra | verified | `DEEPINFRA_API_KEY` | `https://api.deepinfra.com/v1/openai` |
+| `deepseek` | DeepSeek | verified | `DEEPSEEK_API_KEY` | `https://api.deepseek.com/v1` |
+| `doubleword` | Doubleword | verified | `DOUBLEWORD_API_KEY` | `https://api.doubleword.ai/v1` |
+| `fireworks` | Fireworks | verified | `FIREWORKS_API_KEY` | `https://api.fireworks.ai/inference/v1` |
+| `github` | GitHub Models | verified | `GITHUB_TOKEN` | `https://models.inference.ai.azure.com` |
+| `groq` | Groq | verified | `GROQ_API_KEY` | `https://api.groq.com/openai/v1` |
+| `moonshotai` | Moonshot AI | verified | `MOONSHOT_API_KEY` | `https://api.moonshot.cn/v1` |
+| `perplexity` | Perplexity | verified | `PERPLEXITY_API_KEY` | `https://api.perplexity.ai` |
+| `sambanova` | SambaNova | verified | `SAMBANOVA_API_KEY` | `https://api.sambanova.ai/v1` |
+| `siliconflow` | SiliconFlow | verified | `SILICONFLOW_API_KEY` | `https://api.siliconflow.cn/v1` |
+| `togetherai` | Together AI | verified | `TOGETHER_API_KEY` | `https://api.together.xyz/v1` |
+| `vercel` | Vercel | verified | `VERCEL_API_KEY` | `https://api.v0.dev/v1` |
+| `zai` | Zai | verified | `ZAI_API_KEY` | `https://api.z.ai/api/paas/v4` |
+| `abacus` | Abacus | listed | `ABACUS_API_KEY` | `https://routellm.abacus.ai/v1` |
+| `abliteration_ai` | Abliteration AI | listed | `ABLIT_KEY` | `https://api.abliteration.ai/v1` |
+| `ai_router` | AI-ROUTER | listed | `AI_ROUTER_API_KEY` | `https://api.ai-router.dev/v1` |
+| `aiand` | AIand | listed | `AIAND_API_KEY` | `https://api.aiand.com/v1` |
+| `aihubmix` | AIHubMix | listed | `AIHUBMIX_API_KEY` | `https://aihubmix.com/v1` |
+| `aki_io` | AKI.IO | listed | `AKI_IO_API_KEY` | `https://aki.io/openai/v1` |
+| `alibaba_coding_plan` | Alibaba Coding Plan | listed | `ALIBABA_CODING_PLAN_API_KEY` | `https://coding-intl.dashscope.aliyuncs.com/v1` |
+| `alibaba_coding_plan_cn` | Alibaba Coding Plan (China) | listed | `ALIBABA_CODING_PLAN_API_KEY` | `https://coding.dashscope.aliyuncs.com/v1` |
+| `alibaba_token_plan` | Alibaba Token Plan | listed | `ALIBABA_TOKEN_PLAN_API_KEY` | `https://token-plan.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1` |
+| `alibaba_token_plan_cn` | Alibaba Token Plan (China) | listed | `ALIBABA_TOKEN_PLAN_API_KEY` | `https://token-plan.cn-beijing.maas.aliyuncs.com/compatible-mode/v1` |
+| `ambient` | Ambient | listed | `AMBIENT_API_KEY` | `https://api.ambient.xyz/v1` |
+| `anyapi` | AnyAPI | listed | `ANYAPI_KEY` | `https://api.anyapi.ai/v1` |
+| `atomic_chat` | Atomic Chat | listed | `ATOMIC_CHAT_API_KEY` | `http://127.0.0.1:1337/v1` |
+| `auriko` | Auriko | listed | `AURIKO_API_KEY` | `https://api.auriko.ai/v1` |
+| `azure_ai` | Azure AI | listed | `AZURE_AI_API_KEY` | `https://models.inference.ai.azure.com` |
+| `bailing` | Bailing | listed | `BAILING_API_TOKEN` | `https://api.ant-ling.com/v1` |
+| `berget` | Berget.AI | listed | `BERGET_API_KEY` | `https://api.berget.ai/v1` |
+| `blueclaw` | Blue Claw | listed | `BLUECLAW_API_KEY` | `https://openai.blueclaw.network/v1` |
+| `cherryin` | cherryin | listed | `CHERRYIN_API_KEY` | `https://open.cherryin.net` |
+| `chutes` | Chutes | listed | `CHUTES_API_KEY` | `https://llm.chutes.ai/v1` |
+| `clarifai` | Clarifai | listed | `CLARIFAI_API_KEY` | `https://api.clarifai.com/v2/ext/openai/v1` |
+| `claudinio` | Claudinio | listed | `CLAUDINIO_API_KEY` | `https://api.claudin.io` |
+| `cline_pass` | Cline | listed | `CLINE_API_KEY` | `https://api.cline.bot/v1` |
+| `cloudferro_sherlock` | CloudFerro Sherlock | listed | `CLOUDFERRO_SHERLOCK_API_KEY` | `https://api-sherlock.cloudferro.com/openai/v1` |
+| `cloudflare_workers_ai` | Cloudflare Workers AI | listed | `CLOUDFLARE_API_KEY` | `https://api.cloudflare.com/client/v4/accounts/{CLOUDFLARE_ACCOUNT_ID}/ai/v1` |
+| `cortecs` | Cortecs | listed | `CORTECS_API_KEY` | `https://api.cortecs.ai/v1/` |
+| `crof` | CrofAI | listed | `CROF_API_KEY` | `https://crof.ai/v1` |
+| `crossmodel` | CrossModel | listed | `CROSSMODEL_API_KEY` | `https://api.crossmodel.ai/v1` |
+| `crusoe` | Crusoe | listed | `CRUSOE_API_KEY` | `https://api.inference.crusoecloud.com/v1` |
+| `daoxe` | DaoXE | listed | `DAOXE_API_KEY` | `https://daoxe.com/v1` |
+| `databricks` | Databricks | listed | `DATABRICKS_API_KEY` | `https://databricks.com/serving-endpoints` |
+| `digitalocean` | DigitalOcean | listed | `DIGITALOCEAN_ACCESS_TOKEN` | `https://inference.do-ai.run` |
+| `dinference` | DInference | listed | `DINFERENCE_API_KEY` | `https://api.dinference.com/v1` |
+| `doubao` | Doubao | listed | `ARK_API_KEY` | `https://ark.cn-beijing.volces.com/api/v3` |
+| `drun` | D.Run (China) | listed | `DRUN_API_KEY` | `https://chat.d.run/v1` |
+| `ebcloud` | EBCloud | listed | `EBCLOUD_API_KEY` | `https://maas-api.ebcloud.com/v1` |
+| `empiriolabs` | EmpirioLabs AI | listed | `EMPIRIOLABS_API_KEY` | `https://api.empiriolabs.ai/v1` |
+| `evroc` | evroc | listed | `EVROC_API_KEY` | `https://models.think.evroc.com/v1` |
+| `fastrouter` | FastRouter | listed | `FASTROUTER_API_KEY` | `https://api.fastrouter.ai/v1` |
+| `freemodel` | FreeModel | listed | `FREEMODEL_API_KEY` | `https://api.freemodel.dev/v1` |
+| `frogbot` | FrogBot | listed | `FROGBOT_API_KEY` | `https://app.frogbot.ai/api/v1` |
+| `gmicloud` | GMI Cloud | listed | `GMI_API_KEY` | `https://api.gmi-serving.com/v1` |
+| `helicone` | Helicone | listed | `HELICONE_API_KEY` | `https://api.helicone.ai/v1` |
+| `hetzner` | Hetzner | listed | `HETZNER_VLLM_API_KEY` | `https://inference.hetzner.com/api/v1` |
+| `hpc_ai` | HPC-AI | listed | `INFERENCE_API_KEY` | `https://api.hpc-ai.com/inference/v1` |
+| `iflowcn` | iFlow | listed | `IFLOW_API_KEY` | `https://apis.iflow.cn/v1` |
+| `inception` | Inception Labs | listed | `INCEPTION_API_KEY` | `https://api.inceptionlabs.ai/v1` |
+| `inceptron` | Inceptron | listed | `INCEPTRON_API_KEY` | `https://api.inceptron.io/v1` |
+| `inferx` | InferX | listed | `INFERX_API_KEY` | `https://model.inferx.net/v1` |
+| `io_net` | IO.NET | listed | `IOINTELLIGENCE_API_KEY` | `https://api.intelligence.io.solutions/api/v1` |
+| `jiekou` | Jiekou.AI | listed | `JIEKOU_API_KEY` | `https://api.highwayapi.ai/openai` |
+| `kenari` | Kenari | listed | `KENARI_API_KEY` | `https://kenari.id/v1` |
+| `kilo` | Kilo | listed | `KILO_API_KEY` | `https://api.kilo.ai/v1` |
+| `kimi` | Kimi | listed | `MOONSHOT_API_KEY` | `https://api.moonshot.ai/v1` |
+| `kuae_cloud_coding_plan` | KUAE Cloud Coding Plan | listed | `KUAE_API_KEY` | `https://coding-plan-endpoint.kuaecloud.net/v1` |
+| `lilac` | Lilac | listed | `LILAC_API_KEY` | `https://api.getlilac.com/v1` |
+| `llama` | Llama | listed | `LLAMA_API_KEY` | `https://api.llama.com/compat/v1/` |
+| `llmgateway` | LLM Gateway | listed | `LLM_GATEWAY_API_KEY` | `https://api.llmgateway.io/v1` |
+| `llmtr` | LLMTR | listed | `LLMTR_API_KEY` | `https://llmtr.com/v1` |
+| `longcat` | LongCat | listed | `LONGCAT_API_KEY` | `https://api.longcat.chat/v1` |
+| `lucidquery` | LucidQuery | listed | `LUCIDQUERY_API_KEY` | `https://api.lucidquery.com/v1` |
+| `lynkr` | Lynkr | listed | `LYNKR_API_KEY` | `http://localhost:8081/v1` |
+| `meganova` | Meganova | listed | `MEGANOVA_API_KEY` | `https://api.meganova.ai/v1` |
+| `merge_gateway` | Merge Gateway | listed | `MERGE_GATEWAY_API_KEY` | `https://api-gateway.merge.dev/v1/openai` |
+| `meta` | Meta | listed | `MODEL_API_KEY` | `https://api.meta.ai/v1` |
+| `minimax` | MiniMax | listed | `MINIMAX_API_KEY` | `https://api.minimax.io/v1` |
+| `minimax_coding_plan` | MiniMax Token Plan (minimax.io) | listed | `MINIMAX_API_KEY` | `https://api.minimax.io/anthropic/v1` |
+| `mixlayer` | Mixlayer | listed | `MIXLAYER_API_KEY` | `https://models.mixlayer.ai/v1` |
+| `moark` | Moark | listed | `MOARK_API_KEY` | `https://api.moark.com/v1` |
+| `modal` | Modal | listed | `MODAL_API_KEY` | `https://modal.com/v1` |
+| `model_oracle_ai` | Model Oracle AI | listed | `MODEL_ORACLE_API_KEY` | `https://api.modeloracle.com/api/v1` |
+| `modelscope` | ModelScope | listed | `MODELSCOPE_API_KEY` | `https://api-inference.modelscope.cn/v1` |
+| `moonshotai_cn` | Moonshot AI (China) | listed | `MOONSHOT_API_KEY` | `https://api.moonshot.cn/anthropic/v1` |
+| `morph` | Morph LLM | listed | `MORPH_API_KEY` | `https://api.morphllm.com/v1` |
+| `nearai` | NEAR AI Cloud | listed | `NEARAI_API_KEY` | `https://cloud-api.near.ai/v1` |
+| `nebius` | Nebius AI | listed | `NEBIUS_API_KEY` | `https://api.studio.nebius.ai/v1` |
+| `neon` | Neon | listed | `NEON_AI_GATEWAY_TOKEN` | `https://<branch-host>/v1` |
+| `neuralwatt` | Neuralwatt | listed | `NEURALWATT_API_KEY` | `https://api.neuralwatt.com/v1` |
+| `ofox` | OfoxAI | listed | `OFOX_API_KEY` | `https://api.ofox.ai/v1` |
+| `ollama_cloud` | Ollama Cloud | listed | `OLLAMA_CLOUD_API_KEY` | `https://api.ollama.com/v1` |
+| `opencode` | OpenCode Zen | listed | `OPENCODE_API_KEY` | `https://api.opencode.zen/v1` |
+| `orcarouter` | OrcaRouter | listed | `ORCAROUTER_API_KEY` | `https://api.orcarouter.com/v1` |
+| `ovhcloud` | OVHcloud AI | listed | `OVHCLOUD_API_KEY` | `https://oai.endpoints.kepler.ai.cloud.ovh.net/v1` |
+| `perplexity_agent` | Perplexity Agent | listed | `PERPLEXITY_API_KEY` | `https://api.perplexity.ai/v1` |
+| `pioneer` | Pioneer | listed | `PIONEER_API_KEY` | `https://api.pioneer.ai/v1` |
+| `poe` | Poe | listed | `POE_API_KEY` | `https://api.poe.com/v1` |
+| `poolside` | Poolside | listed | `POOLSIDE_API_KEY` | `https://inference.poolside.ai/v1` |
+| `ppinfra` | PPInfra（PPIO 派欧云） | listed | `PPIO_API_KEY` | `https://api.ppio.com/openai` |
+| `privatemode_ai` | Privatemode AI | listed | `PRIVATEMODE_API_KEY` | `http://localhost:8080/v1` |
+| `qihang_ai` | QiHang（启航 AI） | listed | `QIHANG_API_KEY` | `https://api.qhaigc.net/v1` |
+| `qiniu_ai` | Qiniu AI | listed | `QINIU_API_KEY` | `https://api.qiniu.com/v1` |
+| `regolo_ai` | Regolo AI | listed | `REGOLO_API_KEY` | `https://api.regolo.ai/v1` |
+| `requesty` | Requesty | listed | `REQUESTY_API_KEY` | `https://api.requesty.ai/v1` |
+| `routing_run` | routing.run | listed | `ROUTING_RUN_API_KEY` | `https://api.routing.run/v1` |
+| `sakana` | Sakana AI | listed | `SAKANA_API_KEY` | `https://api.sakana.ai/v1` |
+| `sarvam` | Sarvam AI | listed | `SARVAM_API_KEY` | `https://api.sarvam.ai/v1` |
+| `scaleway` | Scaleway AI | listed | `SCALEWAY_API_KEY` | `https://api.scaleway.ai/v1` |
+| `scx_ai` | SCX AI | listed | `SCX_AI_API_KEY` | `https://api.scx.ai/v1` |
+| `snowflake_cortex` | Snowflake Cortex | listed | `SNOWFLAKE_CORTEX_PAT` | `https://<account-identifier>.snowflakecomputing.com/api/v2/cortex/v1` |
+| `stackit` | STACKIT | listed | `STACKIT_API_KEY` | `https://api.openai-compat.model-serving.eu01.onstackit.cloud/v1` |
+| `stepfun` | StepFun (阶跃星辰) | listed | `STEPFUN_API_KEY` | `https://api.stepfun.com/v1` |
+| `subconscious` | Subconscious | listed | `SUBCONSCIOUS_API_KEY` | `https://api.subconscious.dev/v1` |
+| `submodel` | SubModel | listed | `SUBMODEL_API_KEY` | `https://api.submodel.com/v1` |
+| `synthetic` | Synthetic | listed | `SYNTHETIC_API_KEY` | `https://api.synthetic.new/openai/v1` |
+| `tencent_coding_plan` | Tencent Coding Plan (China) | listed | `TENCENT_CODING_PLAN_API_KEY` | `https://api.lkeap.cloud.tencent.com/coding/v3` |
+| `tencent_token_plan` | Tencent Token Plan | listed | `TENCENT_TOKEN_PLAN_API_KEY` | `https://api.lkeap.cloud.tencent.com/plan/v3` |
+| `tencent_tokenhub` | Tencent TokenHub | listed | `TENCENT_TOKENHUB_API_KEY` | `https://tokenhub.tencentmaas.com/v1` |
+| `the_grid_ai` | The Grid AI | listed | `THEGRIDAI_API_KEY` | `https://api.thegrid.ai/v1` |
+| `thinkingmachines` | Thinking Machines | listed | `TINKER_API_KEY` | `https://tinker.thinkingmachines.dev/services/tinker-prod/oai/api/v1` |
+| `tinfoil` | Tinfoil | listed | `TINFOIL_API_KEY` | `https://inference.tinfoil.sh/v1` |
+| `tokenflux` | Tokenflux | listed | `TOKENFLUX_API_KEY` | `https://tokenflux.ai/v1` |
+| `trustedrouter` | TrustedRouter | listed | `TRUSTEDROUTER_API_KEY` | `https://api.trustedrouter.com/v1` |
+| `umans_ai` | Umans AI | listed | `UMANS_AI_API_KEY` | `https://api.code.umans.ai/v1` |
+| `unorouter` | UnoRouter | listed | `UNOROUTER_API_KEY` | `https://unorouter.com/en` |
+| `upstage` | Upstage | listed | `UPSTAGE_API_KEY` | `https://api.upstage.ai/v1` |
+| `v0` | v0 (Vercel) | listed | `V0_API_KEY` | `https://api.v0.dev/v1` |
+| `venice` | Venice | listed | `VENICE_API_KEY` | `https://api.venice.ai/api/v1` |
+| `vivgrid` | Vivgrid | listed | `VIVGRID_API_KEY` | `https://api.vivgrid.com/v1` |
+| `vultr` | Vultr | listed | `VULTR_API_KEY` | `https://api.vultrinference.com/v1` |
+| `wandb` | Weights & Biases | listed | `WANDB_API_KEY` | `https://api.inference.wandb.ai/v1` |
+| `xpersona` | Xpersona | listed | `XPERSONA_API_KEY` | `https://www.xpersona.co/v1` |
+| `zai_coding_plan` | Z.AI Coding Plan | listed | `ZHIPU_API_KEY` | `https://api.z.ai/api/anthropic` |
+| `zeldoc` | Zeldoc | listed | `ZELDOC_API_KEY` | `https://api.zeldoc.ai/v1` |
+| `zenmux` | ZenMux | listed | `ZENMUX_API_KEY` | `https://zenmux.ai/api/v1` |
+| `ai21` | AI21 Labs | unverified | `AI21_API_KEY` | `https://api.ai21.ai/v1` |
+| `ai302` | 302.AI | unverified | `AI302_API_KEY` | `https://api.302.ai/v1` |
+| `aibadgr` | AI Badgr | unverified | `AIBADGR_API_KEY` | `https://api.aibadgr.com/v1` |
+| `aigc2d` | AIGC2D | unverified | `AIGC2D_API_KEY` | `https://api.aigc2d.com/v1` |
+| `ails` | AILS | unverified | `AILS_API_KEY` | `https://api.caipacity.com/v1` |
+| `aiml` | AI/ML API | unverified | `AIML_API_KEY` | `https://api.aimlapi.com/v1` |
+| `albert` | Albert | unverified | `ALBERT_API_KEY` | `https://api.albert.ai/v1` |
+| `anyscale` | Anyscale | unverified | `ANYSCALE_API_KEY` | `https://api.endpoints.anyscale.com/v1` |
+| `apertis` | Apertis | unverified | `STIMA_API_KEY` | `https://api.stima.tech/v1` |
+| `api2d` | API2D | unverified | `API2D_API_KEY` | `https://oa.api2d.net/v1` |
+| `api2gpt` | API2GPT | unverified | `API2GPT_API_KEY` | `https://api.api2gpt.com/v1` |
+| `apiserpent` | API Serpent | unverified | `APISERPENT_API_KEY` | `https://api.apiserpent.com/v1` |
+| `atlascloud` | AtlasCloud | unverified | `ATLASCLOUD_API_KEY` | `https://api.atlascloud.com/v1` |
+| `baichuan` | Baichuan AI | unverified | `BAICHUAN_API_KEY` | `https://api.baichuan-ai.com/v1` |
+| `baidu` | Baidu (文心/ERNIE) | unverified | `BAIDU_API_KEY` | `https://qianfan.baidubce.com/v2` |
+| `baidu_v2` | BaiduV2 | unverified | `QIANFAN_API_KEY` | `https://qianfan.baidubce.com/v2` |
+| `bigmodel` | BigModel (智谱) | unverified | `BIGMODEL_API_KEY` | `https://open.bigmodel.cn/api/paas/v4` |
+| `byteplus` | BytePlus (Volcano) | unverified | `BYTEPLUS_API_KEY` | `https://ark.bytepluses.com/api/v3` |
+| `bytez` | Bytez | unverified | `BYTEZ_API_KEY` | `https://api.bytez.com/v2` |
+| `canopywave` | Canopywave | unverified | `CANOPYWAVE_API_KEY` | `https://api.canopywave.com/v1` |
+| `closeai` | CloseAI | unverified | `CLOSEAI_API_KEY` | `https://api.closeai-proxy.xyz/v1` |
+| `cloudflare` | Cloudflare | unverified | `CLOUDFLARE_API_KEY` | `https://api.cloudflare.com/client/v4/accounts/{CLOUDFLARE_ACCOUNT_ID}/ai/v1` |
+| `codestral` | Codestral (Mistral) | unverified | `CODESTRAL_API_KEY` | `https://api.mistral.ai/v1` |
+| `cometapi` | CometAPI | unverified | `COMETAPI_API_KEY` | `https://api.cometapi.com/v1` |
+| `commandcode` | CommandCode | unverified | `COMMANDCODE_API_KEY` | `https://api.commandcode.com/v1` |
+| `compactifai` | CompactifAI | unverified | `COMPACTIFAI_API_KEY` | `https://api.compactif.ai/v1` |
+| `coze` | Coze (扣子) | unverified | `COZE_API_KEY` | `https://api.coze.cn/v1` |
+| `darkbloom` | Darkbloom | unverified | `DARKBLOOM_API_KEY` | `https://api.darkbloom.dev/v1` |
+| `datarobot` | DataRobot | unverified | `DATAROBOT_API_TOKEN` | `https://app.datarobot.com/api/v2` |
+| `deepbricks` | DeepBricks | unverified | `DEEPBRICKS_API_KEY` | `https://api.deepbricks.ai/v1` |
+| `embercloud` | Embercloud | unverified | `EMBERCLOUD_API_KEY` | `https://api.embercloud.com/v1` |
+| `fastcrw` | FastCRW | unverified | `FASTCRW_API_KEY` | `https://fastcrw.com/api/v1` |
+| `fastgpt` | FastGPT | unverified | `FASTGPT_API_KEY` | `https://api.fastgpt.in/v1` |
+| `featherless_ai` | Featherless AI | unverified | `FEATHERLESS_API_KEY` | `https://api.featherless.ai/v1` |
+| `firepass` | Fireworks (Firepass) | unverified | `FIREWORKS_API_KEY` | `https://api.fireworks.ai/inference/v1` |
+| `friendliai` | FriendliAI | unverified | `FRIENDLIAI_API_KEY` | `https://inference.friendli.ai/v1` |
+| `galadriel` | Galadriel | unverified | `GALADRIEL_API_KEY` | `https://api.galadriel.com/v1` |
+| `gdc` | GDC | unverified | `GDC_API_KEY` | `https://api.gdc.ai/v1` |
+| `gigachat` | GigaChat (Sberbank) | unverified | `GIGACHAT_API_KEY` | `https://gigachat.devices.sberbank.ru/api/v1` |
+| `gmi` | GMI | unverified | `GMI_API_KEY` | `https://api.gmi-serving.com/v1` |
+| `gonka24` | Gonka24 | unverified | `GONKA24_API_KEY` | `https://api.gonka24.com/v1` |
+| `gradient_ai` | Gradient AI | unverified | `GRADIENT_API_KEY` | `https://inference.do-ai.run/v1` |
+| `heroku` | Heroku AI | unverified | `HEROKU_API_KEY` | `https://api.heroku.com/inference/v1` |
+| `hosted_vllm` | Hosted vLLM | unverified | `HOSTED_VLLM_API_KEY` | `https://hosted-vllm-api.com/v1` |
+| `hyperbolic` | Hyperbolic | unverified | `HYPERBOLIC_API_KEY` | `https://api.hyperbolic.xyz/v1` |
+| `inference_net` | Inference.net | unverified | `INFERENCE_NET_API_KEY` | `https://api.inference.net/v1` |
+| `inferencehub` | InferenceHub | unverified | `INFERENCEHUB_API_KEY` | `https://app.inferencehub.tech/v1` |
+| `infinity` | Infinity AI | unverified | `INFINITY_API_KEY` | `https://infinity.ai/api/v1` |
+| `kimi_for_coding` | Kimi For Coding | unverified | `KIMI_API_KEY` | `https://api.kimi.com/coding/v1` |
+| `kiro` | Kiro | unverified | `KIRO_API_KEY` | `https://api.kiro.dev/v1` |
+| `kluster_ai` | Kluster AI | unverified | `KLUSTER_API_KEY` | `https://api.kluster.ai/v1` |
+| `krutrim` | Krutrim | unverified | `KRUTRIM_API_KEY` | `https://api.krutrim.ai/v1` |
+| `lambda_ai` | Lambda AI | unverified | `LAMBDA_API_KEY` | `https://api.lambda.ai/v1` |
+| `lemonade` | Lemonade | unverified | `LEMONADE_API_KEY` | `http://localhost:13305/v1` |
+| `lemonfox_ai` | Lemonfox AI | unverified | `LEMONFOX_API_KEY` | `https://api.lemonfox.ai/v1` |
+| `libertai` | Libertai | unverified | `LIBERTAI_API_KEY` | `https://api.libertai.io/v1` |
+| `lingyiwanwu` | Lingyiwanwu (零一万物) | unverified | `LINGYIWANWU_API_KEY` | `https://api.lingyiwanwu.com/v1` |
+| `llamagate` | Llamagate | unverified | `LLAMAGATE_API_KEY` | `https://api.llamagate.dev/v1` |
+| `matterai` | Matter AI | unverified | `MATTERAI_API_KEY` | `https://api.matterai.com/v1` |
+| `meta_llama` | Meta Llama API | unverified | `LLAMA_API_KEY` | `https://api.llama.com/compat/v1` |
+| `mimo` | Mimo | unverified | `MIMO_API_KEY` | `https://api.xiaomimimo.com/v1` |
+| `minimax_cn` | MiniMax (minimaxi.com) | unverified | `MINIMAX_API_KEY` | `https://api.minimaxi.com/v1` |
+| `minimax_cn_coding_plan` | MiniMax Token Plan (minimaxi.com) | unverified | `MINIMAX_API_KEY` | `https://api.minimaxi.com/v1` |
+| `mira` | Mira | unverified | `MIRA_API_KEY` | `https://api.mira.so/v1` |
+| `nanogpt` | NanoGPT | unverified | `NANOGPT_API_KEY` | `https://api.nanogpt.com/v1` |
+| `ncompass` | Ncompass | unverified | `NCOMPASS_API_KEY` | `https://api.ncompass.tech/v1` |
+| `nextbit` | NextBit | unverified | `NEXTBIT_API_KEY` | `https://api.nextbit.ai/v1` |
+| `nlp_cloud` | NLP Cloud | unverified | `NLPCLOUD_API_KEY` | `https://api.nlpcloud.io/v1` |
+| `nous_research` | Nous Research | unverified | `NOUS_API_KEY` | `https://api.nousresearch.com/v1` |
+| `novita` | Novita AI | unverified | `NOVITA_API_KEY` | `https://api.novita.ai/v1` |
+| `nscale` | Nscale | unverified | `NSCALE_API_KEY` | `https://inference.api.nscale.com/v1` |
+| `nvidia_nim` | NVIDIA NIM | unverified | `NVIDIA_API_KEY` | `https://integrate.api.nvidia.com/v1` |
+| `oci` | OCI | unverified | `OCI_API_KEY` | `https://inference.generativeai.${region}.oci.oraclecloud.com/openai/v1` |
+| `ohmygpt` | OhMyGPT | unverified | `OHMYGPT_API_KEY` | `https://api.ohmygpt.com/v1` |
+| `openaimax` | OpenAIMax | unverified | `OPENAIMAX_API_KEY` | `https://api.openaimax.com/v1` |
+| `openaisb` | OpenAI-SB | unverified | `OPENAISB_API_KEY` | `https://api.openaisb.com/v1` |
+| `opencode_go` | OpenCode Go | unverified | `OPENCODE_GO_API_KEY` | `https://api.opencode.dev/v1` |
+| `opencode_zen` | OpenCode Zen | unverified | `OPENCODE_ZEN_API_KEY` | `https://api.opencode.zen/v1` |
+| `parasail` | Parasail | unverified | `PARASAIL_API_KEY` | `https://api.parasail.io/v1` |
+| `perfxcloud` | PerfXCloud | unverified | `PERFXCLOUD_API_KEY` | `https://api.perfxcloud.com/v1` |
+| `petals` | Petals | unverified | `PETALS_API_KEY` | `https://api.petals.dev/v1` |
+| `pinstripes` | Pinstripes | unverified | `PINSTRIPES_API_KEY` | `https://api.pinstripes.io/v1` |
+| `portkey` | Portkey Gateway | unverified | `PORTKEY_API_KEY` | `https://api.portkey.ai/v1` |
+| `predibase` | Predibase | unverified | `PREDIBASE_API_KEY` | `https://serving.app.predibase.com/v1` |
+| `publicai` | Publicai | unverified | `PUBLICAI_API_KEY` | `https://platform.publicai.co/v1` |
+| `qihoo360` | 360 AI | unverified | `AI360_API_KEY` | `https://api.360.cn/v1` |
+| `reka_ai` | Reka AI | unverified | `REKA_API_KEY` | `https://api.reka.ai/v1` |
+| `reve` | Reve | unverified | `REVE_API_KEY` | `https://api.reve.ai/v1` |
+| `snowflake` | Snowflake | unverified | `SNOWFLAKE_PAT` | `https://<account-identifier>.snowflakecomputing.com/api/v2/cortex/v1` |
+| `stepfun_ai_step_plan` | StepFun Step Plan (Global) | unverified | `STEPFUN_API_KEY` | `https://api.stepfun.ai/step_plan/v1` |
+| `stepfun_step_plan` | StepFun Step Plan (China) | unverified | `STEPFUN_API_KEY` | `https://api.stepfun.com/step_plan/v1` |
+| `tencent` | Tencent (混元/Hunyuan) | unverified | `TENCENT_API_KEY` | `https://api.hunyuan.cloud.tencent.com/v1` |
+| `tencent_token_plan_enterprise_auto` | 腾讯云 Token Plan / Token Plan 企业版轻享套餐 | unverified | `TENCENT_TOKEN_PLAN_ENTERPRISE_API_KEY` | `https://tokenhub.tencentmaas.com/plan/v3` |
+| `tencent_token_plan_enterprise_pro` | 腾讯云 Token Plan / Token Plan 企业版专业套餐 | unverified | `TENCENT_TOKEN_PLAN_ENTERPRISE_API_KEY` | `https://tokenhub.tencentmaas.com/plan/v3` |
+| `tencent_token_plan_general_personal` | 腾讯云 Token Plan / 通用 Token Plan（个人版） | unverified | `TENCENT_TOKEN_PLAN_API_KEY` | `https://api.lkeap.cloud.tencent.com/plan/v3` |
+| `tencent_token_plan_hy_personal` | 腾讯云 Token Plan / Hy Token Plan（个人版） | unverified | `TENCENT_TOKEN_PLAN_API_KEY` | `https://api.lkeap.cloud.tencent.com/plan/v3` |
+| `tensormesh` | Tensormesh | unverified | `YOUR_API_KEY` | `https://serverless.tensormesh.ai` |
+| `tokenpony` | TokenPony | unverified | `TOKENPONY_API_KEY` | `https://api.tokenpony.com/v1` |
+| `tundra` | Tundra | unverified | `TUNDRA_API_KEY` | `https://api.tundra.ai/v1` |
+| `volc_engine` | VolcEngine | unverified | `ARK_API_KEY` | `https://ark.cn-beijing.volces.com/api/v3` |
+| `wafer` | Wafer | unverified | `WAFER_API_KEY` | `https://api.wafer.ai/v1` |
+| `xiaomi_token_plan_ams` | Xiaomi Token Plan (Europe) | unverified | `MIMO_API_KEY` | `https://token-plan-ams.xiaomimimo.com/v1` |
+| `xiaomi_token_plan_cn` | Xiaomi Token Plan (China) | unverified | `MIMO_API_KEY` | `https://token-plan-cn.xiaomimimo.com/v1` |
+| `xiaomi_token_plan_sgp` | Xiaomi Token Plan (Singapore) | unverified | `MIMO_API_KEY` | `https://token-plan-sgp.xiaomimimo.com/v1` |
+| `xiaomimimo` | Xiaomi MiMo | unverified | `XIAOMI_API_KEY` | `https://mimo.xiaomi.com/v1` |
+| `xunfei` | Xunfei | unverified | `XUNFEI_API_PASSWORD` | `https://spark-api-open.xf-yun.com/v1` |
+| `zhipu_v4` | ZhipuV4 | unverified | `ZHIPU_API_KEY` | `https://open.bigmodel.cn/api/paas/v4` |
+| `zhipuai_coding_plan` | Zhipu AI Coding Plan | unverified | `ZHIPU_API_KEY` | `https://open.bigmodel.cn/api/coding/paas/v4` |
 
 ## Typed factories (non-registry)
 
diff --git a/scripts/gen_providers_doc.py b/scripts/gen_providers_doc.py
index c61c4112..cd58e459 100644
--- a/scripts/gen_providers_doc.py
+++ b/scripts/gen_providers_doc.py
@@ -6,13 +6,16 @@
 - aimux-providers/src/lib.rs                   (non-registry modules + categories)
 
 Usage:
-    python scripts/gen_providers_doc.py
-    # writes docs/api/providers.md, prints the module count for verification
+    python scripts/gen_providers_doc.py            # write docs/api/providers.md
+    python scripts/gen_providers_doc.py --check    # fail if the file is stale
 """
 
 import json
 import pathlib
 import re
+import sys
+
+TIER_ORDER = {"verified": 0, "listed": 1, "unverified": 2}
 
 ROOT = pathlib.Path(__file__).resolve().parent.parent
 REGISTRY = ROOT / "aimux-providers" / "src" / "provider_registry.json"
@@ -154,10 +157,25 @@ def main():
     w("")
     w(f"## Registry-backed (OpenAI-compatible) — {len(registry)}")
     w("")
-    w("| name | display | env var | base_url |")
-    w("|------|---------|---------|----------|")
-    for e in sorted(registry, key=lambda x: x["name"]):
-        w(f"| `{e['name']}` | {e.get('display', '')} | `{e.get('env_var', '')}` | `{e.get('base_url', '')}` |")
+    w(
+        "**Tier** records how much evidence backs a row. "
+        "`verified` — exercised against a recorded cassette in "
+        "`aimux-providers/tests/cassettes/`, so the base URL and the wire shape "
+        "are known-good. "
+        "`listed` — the provider appears in an upstream catalogue "
+        "(models.dev or anya2a) but aimux has no recording of it. "
+        "`unverified` — neither, so the row is a lead collected from vendor docs "
+        "and may be wrong or dead."
+    )
+    w("")
+    w("| name | display | tier | env var | base_url |")
+    w("|------|---------|------|---------|----------|")
+    for e in sorted(registry, key=lambda x: (TIER_ORDER.get(x.get("tier"), 3), x["name"])):
+        note = f" — {e['note']}" if e.get("note") else ""
+        w(
+            f"| `{e['name']}` | {e.get('display', '')} | {e.get('tier', '')} | "
+            f"`{e.get('env_var', '')}` | `{e.get('base_url', '')}`{note} |"
+        )
     w("")
     w("## Typed factories (non-registry)")
     w("")
@@ -187,12 +205,26 @@ def main():
         w("")
 
     out = "\n".join(lines)
-    OUT.write_text(out, encoding="utf-8")
-
     total = len(registry) + sum(len(m) for _, m in sections) - 2
+
+    if "--check" in sys.argv[1:]:
+        on_disk = OUT.read_text(encoding="utf-8") if OUT.is_file() else None
+        if on_disk != out:
+            print(f"STALE: {OUT.relative_to(ROOT)}", file=sys.stderr)
+            print(
+                "docs/api/providers.md is out of sync — "
+                "run scripts/gen_providers_doc.py and commit the result",
+                file=sys.stderr,
+            )
+            return 1
+        print(f"{OUT.relative_to(ROOT)} up to date ({total} providers)")
+        return 0
+
+    OUT.write_text(out, encoding="utf-8")
     print(f"wrote {OUT}")
     print(f"registry={len(registry)}  non-registry modules={sum(len(m) for _, m in sections) - 2}  total={total}")
+    return 0
 
 
 if __name__ == "__main__":
-    main()
+    sys.exit(main())

From 7ca16caa763db0b55bdd1336a5854aeee1835c18 Mon Sep 17 00:00:00 2001
From: Card Cunningham <cclovedoudou@gmail.com>
Date: Fri, 4 Sep 2026 21:05:29 +0800
Subject: [PATCH 08/13] feat(providers): generate the L2 model catalogue under
 data/models/

RFC-0033 L2: model knowledge (context windows, pricing, modalities) is
upstream data, not something to hand-maintain. scripts/gen_models.py
normalises models.dev (primary) and anya2a (fallback for providers
models.dev lacks) into one flat per-model schema and writes one file per
registry provider: 137 providers / 4871 models, 2.7M on disk.

Hand corrections go in data/models.overrides.json (partial field patches or
"_drop": true), applied after normalisation, so a fix survives the next
refresh. data/models/.manifest.json records counts and a sha256 over the
provider files; `--check` recomputes it offline in ~0.15s and also rejects a
file missing its `_generated` header or naming a provider the registry does
not have.
---
 aimux-providers/data/models.overrides.json    |    3 +
 aimux-providers/data/models/.manifest.json    |   11 +
 aimux-providers/data/models/abacus.json       | 2710 +++++
 .../data/models/abliteration_ai.json          |   80 +
 aimux-providers/data/models/ai_router.json    |  137 +
 aimux-providers/data/models/aiand.json        |  284 +
 aimux-providers/data/models/aihubmix.json     | 1959 ++++
 aimux-providers/data/models/aki_io.json       |  180 +
 aimux-providers/data/models/alibaba.json      | 2358 +++++
 .../data/models/alibaba_coding_plan.json      |  305 +
 .../data/models/alibaba_coding_plan_cn.json   |  303 +
 .../data/models/alibaba_token_plan.json       |  652 ++
 .../data/models/alibaba_token_plan_cn.json    |  652 ++
 aimux-providers/data/models/ambient.json      |  255 +
 aimux-providers/data/models/anyapi.json       |  775 ++
 aimux-providers/data/models/atomic_chat.json  |  129 +
 aimux-providers/data/models/auriko.json       |  393 +
 aimux-providers/data/models/azure_ai.json     | 1863 ++++
 aimux-providers/data/models/bailing.json      |   55 +
 aimux-providers/data/models/baseten.json      |  545 +
 aimux-providers/data/models/berget.json       |  158 +
 aimux-providers/data/models/blueclaw.json     |   55 +
 aimux-providers/data/models/cerebras.json     |   56 +
 aimux-providers/data/models/cherryin.json     | 3047 ++++++
 aimux-providers/data/models/chutes.json       |  351 +
 aimux-providers/data/models/clarifai.json     |  301 +
 aimux-providers/data/models/claudinio.json    |   61 +
 aimux-providers/data/models/cline_pass.json   |  335 +
 .../data/models/cloudferro_sherlock.json      |  127 +
 .../data/models/cloudflare_workers_ai.json    |  662 ++
 aimux-providers/data/models/cortecs.json      | 2726 +++++
 aimux-providers/data/models/crof.json         |  583 ++
 aimux-providers/data/models/crossmodel.json   | 1476 +++
 aimux-providers/data/models/crusoe.json       |  205 +
 aimux-providers/data/models/daoxe.json        |  242 +
 aimux-providers/data/models/databricks.json   |  786 ++
 aimux-providers/data/models/deepinfra.json    | 1577 +++
 aimux-providers/data/models/deepseek.json     |   80 +
 aimux-providers/data/models/digitalocean.json | 2350 +++++
 aimux-providers/data/models/dinference.json   |  151 +
 aimux-providers/data/models/doubao.json       | 1045 ++
 aimux-providers/data/models/drun.json         |   79 +
 aimux-providers/data/models/ebcloud.json      |  103 +
 aimux-providers/data/models/empiriolabs.json  | 1478 +++
 aimux-providers/data/models/evroc.json        |  402 +
 aimux-providers/data/models/fastrouter.json   | 1190 +++
 aimux-providers/data/models/fireworks.json    |  477 +
 aimux-providers/data/models/freemodel.json    |  266 +
 aimux-providers/data/models/frogbot.json      |  668 ++
 aimux-providers/data/models/gmicloud.json     |  373 +
 aimux-providers/data/models/groq.json         |  393 +
 aimux-providers/data/models/helicone.json     | 2230 ++++
 aimux-providers/data/models/hetzner.json      |   57 +
 aimux-providers/data/models/hpc_ai.json       |  227 +
 aimux-providers/data/models/iflowcn.json      |  344 +
 aimux-providers/data/models/inception.json    |   55 +
 aimux-providers/data/models/inceptron.json    |  105 +
 aimux-providers/data/models/inferx.json       |  310 +
 aimux-providers/data/models/io_net.json       |  419 +
 aimux-providers/data/models/jiekou.json       | 1531 +++
 aimux-providers/data/models/kenari.json       | 1511 +++
 aimux-providers/data/models/kilo.json         | 9259 +++++++++++++++++
 aimux-providers/data/models/kimi.json         |  110 +
 .../data/models/kuae_cloud_coding_plan.json   |   31 +
 aimux-providers/data/models/lilac.json        |  108 +
 aimux-providers/data/models/llama.json        |  177 +
 aimux-providers/data/models/llmgateway.json   | 4642 +++++++++
 aimux-providers/data/models/llmtr.json        |  811 ++
 aimux-providers/data/models/longcat.json      |   31 +
 aimux-providers/data/models/lucidquery.json   |  105 +
 aimux-providers/data/models/lynkr.json        |   31 +
 aimux-providers/data/models/meganova.json     |  468 +
 .../data/models/merge_gateway.json            | 4485 ++++++++
 aimux-providers/data/models/meta.json         |  146 +
 aimux-providers/data/models/minimax.json      |  177 +
 .../data/models/minimax_coding_plan.json      |  177 +
 aimux-providers/data/models/mixlayer.json     |  127 +
 aimux-providers/data/models/moark.json        |   55 +
 aimux-providers/data/models/modal.json        |  108 +
 .../data/models/model_oracle_ai.json          |  389 +
 aimux-providers/data/models/modelscope.json   |  175 +
 aimux-providers/data/models/moonshotai.json   |  257 +
 .../data/models/moonshotai_cn.json            |  257 +
 aimux-providers/data/models/morph.json        |   79 +
 aimux-providers/data/models/nearai.json       |  950 ++
 aimux-providers/data/models/nebius.json       |  416 +
 aimux-providers/data/models/neon.json         | 1102 ++
 aimux-providers/data/models/neuralwatt.json   |  521 +
 aimux-providers/data/models/ofox.json         | 2912 ++++++
 aimux-providers/data/models/ollama_cloud.json |  547 +
 aimux-providers/data/models/opencode.json     | 2928 ++++++
 aimux-providers/data/models/orcarouter.json   | 3002 ++++++
 aimux-providers/data/models/ovhcloud.json     |  373 +
 aimux-providers/data/models/perplexity.json   |  105 +
 .../data/models/perplexity_agent.json         |  575 +
 aimux-providers/data/models/pioneer.json      | 2594 +++++
 aimux-providers/data/models/poe.json          | 3430 ++++++
 aimux-providers/data/models/poolside.json     |   79 +
 aimux-providers/data/models/ppinfra.json      | 2287 ++++
 .../data/models/privatemode_ai.json           |  178 +
 aimux-providers/data/models/qihang_ai.json    |  242 +
 aimux-providers/data/models/qiniu_ai.json     | 2277 ++++
 aimux-providers/data/models/regolo_ai.json    |  448 +
 aimux-providers/data/models/requesty.json     | 3886 +++++++
 aimux-providers/data/models/routing_run.json  |  387 +
 aimux-providers/data/models/sakana.json       |  108 +
 aimux-providers/data/models/sarvam.json       |   55 +
 aimux-providers/data/models/scaleway.json     |  374 +
 aimux-providers/data/models/scx_ai.json       |  105 +
 aimux-providers/data/models/siliconflow.json  | 1193 +++
 .../data/models/snowflake_cortex.json         |  649 ++
 aimux-providers/data/models/stackit.json      |  202 +
 aimux-providers/data/models/stepfun.json      |  225 +
 aimux-providers/data/models/subconscious.json |   55 +
 aimux-providers/data/models/submodel.json     |  223 +
 aimux-providers/data/models/synthetic.json    |  228 +
 .../data/models/tencent_coding_plan.json      |  201 +
 .../data/models/tencent_token_plan.json       |   55 +
 .../data/models/tencent_tokenhub.json         |   79 +
 aimux-providers/data/models/the_grid_ai.json  |  226 +
 .../data/models/thinkingmachines.json         |   57 +
 aimux-providers/data/models/tinfoil.json      |  205 +
 aimux-providers/data/models/togetherai.json   |  932 ++
 aimux-providers/data/models/tokenflux.json    | 4087 ++++++++
 .../data/models/trustedrouter.json            |  189 +
 aimux-providers/data/models/umans_ai.json     |  181 +
 aimux-providers/data/models/unorouter.json    |  586 ++
 aimux-providers/data/models/upstage.json      |  103 +
 aimux-providers/data/models/v0.json           |   82 +
 aimux-providers/data/models/venice.json       | 2555 +++++
 aimux-providers/data/models/vercel.json       | 9166 ++++++++++++++++
 aimux-providers/data/models/vivgrid.json      |  571 +
 aimux-providers/data/models/vultr.json        |  253 +
 aimux-providers/data/models/wandb.json        |  639 ++
 aimux-providers/data/models/xpersona.json     |  332 +
 aimux-providers/data/models/zai.json          |  401 +
 .../data/models/zai_coding_plan.json          |  178 +
 aimux-providers/data/models/zeldoc.json       |   32 +
 aimux-providers/data/models/zenmux.json       | 3035 ++++++
 scripts/gen_models.py                         |  254 +
 140 files changed, 121501 insertions(+)
 create mode 100644 aimux-providers/data/models.overrides.json
 create mode 100644 aimux-providers/data/models/.manifest.json
 create mode 100644 aimux-providers/data/models/abacus.json
 create mode 100644 aimux-providers/data/models/abliteration_ai.json
 create mode 100644 aimux-providers/data/models/ai_router.json
 create mode 100644 aimux-providers/data/models/aiand.json
 create mode 100644 aimux-providers/data/models/aihubmix.json
 create mode 100644 aimux-providers/data/models/aki_io.json
 create mode 100644 aimux-providers/data/models/alibaba.json
 create mode 100644 aimux-providers/data/models/alibaba_coding_plan.json
 create mode 100644 aimux-providers/data/models/alibaba_coding_plan_cn.json
 create mode 100644 aimux-providers/data/models/alibaba_token_plan.json
 create mode 100644 aimux-providers/data/models/alibaba_token_plan_cn.json
 create mode 100644 aimux-providers/data/models/ambient.json
 create mode 100644 aimux-providers/data/models/anyapi.json
 create mode 100644 aimux-providers/data/models/atomic_chat.json
 create mode 100644 aimux-providers/data/models/auriko.json
 create mode 100644 aimux-providers/data/models/azure_ai.json
 create mode 100644 aimux-providers/data/models/bailing.json
 create mode 100644 aimux-providers/data/models/baseten.json
 create mode 100644 aimux-providers/data/models/berget.json
 create mode 100644 aimux-providers/data/models/blueclaw.json
 create mode 100644 aimux-providers/data/models/cerebras.json
 create mode 100644 aimux-providers/data/models/cherryin.json
 create mode 100644 aimux-providers/data/models/chutes.json
 create mode 100644 aimux-providers/data/models/clarifai.json
 create mode 100644 aimux-providers/data/models/claudinio.json
 create mode 100644 aimux-providers/data/models/cline_pass.json
 create mode 100644 aimux-providers/data/models/cloudferro_sherlock.json
 create mode 100644 aimux-providers/data/models/cloudflare_workers_ai.json
 create mode 100644 aimux-providers/data/models/cortecs.json
 create mode 100644 aimux-providers/data/models/crof.json
 create mode 100644 aimux-providers/data/models/crossmodel.json
 create mode 100644 aimux-providers/data/models/crusoe.json
 create mode 100644 aimux-providers/data/models/daoxe.json
 create mode 100644 aimux-providers/data/models/databricks.json
 create mode 100644 aimux-providers/data/models/deepinfra.json
 create mode 100644 aimux-providers/data/models/deepseek.json
 create mode 100644 aimux-providers/data/models/digitalocean.json
 create mode 100644 aimux-providers/data/models/dinference.json
 create mode 100644 aimux-providers/data/models/doubao.json
 create mode 100644 aimux-providers/data/models/drun.json
 create mode 100644 aimux-providers/data/models/ebcloud.json
 create mode 100644 aimux-providers/data/models/empiriolabs.json
 create mode 100644 aimux-providers/data/models/evroc.json
 create mode 100644 aimux-providers/data/models/fastrouter.json
 create mode 100644 aimux-providers/data/models/fireworks.json
 create mode 100644 aimux-providers/data/models/freemodel.json
 create mode 100644 aimux-providers/data/models/frogbot.json
 create mode 100644 aimux-providers/data/models/gmicloud.json
 create mode 100644 aimux-providers/data/models/groq.json
 create mode 100644 aimux-providers/data/models/helicone.json
 create mode 100644 aimux-providers/data/models/hetzner.json
 create mode 100644 aimux-providers/data/models/hpc_ai.json
 create mode 100644 aimux-providers/data/models/iflowcn.json
 create mode 100644 aimux-providers/data/models/inception.json
 create mode 100644 aimux-providers/data/models/inceptron.json
 create mode 100644 aimux-providers/data/models/inferx.json
 create mode 100644 aimux-providers/data/models/io_net.json
 create mode 100644 aimux-providers/data/models/jiekou.json
 create mode 100644 aimux-providers/data/models/kenari.json
 create mode 100644 aimux-providers/data/models/kilo.json
 create mode 100644 aimux-providers/data/models/kimi.json
 create mode 100644 aimux-providers/data/models/kuae_cloud_coding_plan.json
 create mode 100644 aimux-providers/data/models/lilac.json
 create mode 100644 aimux-providers/data/models/llama.json
 create mode 100644 aimux-providers/data/models/llmgateway.json
 create mode 100644 aimux-providers/data/models/llmtr.json
 create mode 100644 aimux-providers/data/models/longcat.json
 create mode 100644 aimux-providers/data/models/lucidquery.json
 create mode 100644 aimux-providers/data/models/lynkr.json
 create mode 100644 aimux-providers/data/models/meganova.json
 create mode 100644 aimux-providers/data/models/merge_gateway.json
 create mode 100644 aimux-providers/data/models/meta.json
 create mode 100644 aimux-providers/data/models/minimax.json
 create mode 100644 aimux-providers/data/models/minimax_coding_plan.json
 create mode 100644 aimux-providers/data/models/mixlayer.json
 create mode 100644 aimux-providers/data/models/moark.json
 create mode 100644 aimux-providers/data/models/modal.json
 create mode 100644 aimux-providers/data/models/model_oracle_ai.json
 create mode 100644 aimux-providers/data/models/modelscope.json
 create mode 100644 aimux-providers/data/models/moonshotai.json
 create mode 100644 aimux-providers/data/models/moonshotai_cn.json
 create mode 100644 aimux-providers/data/models/morph.json
 create mode 100644 aimux-providers/data/models/nearai.json
 create mode 100644 aimux-providers/data/models/nebius.json
 create mode 100644 aimux-providers/data/models/neon.json
 create mode 100644 aimux-providers/data/models/neuralwatt.json
 create mode 100644 aimux-providers/data/models/ofox.json
 create mode 100644 aimux-providers/data/models/ollama_cloud.json
 create mode 100644 aimux-providers/data/models/opencode.json
 create mode 100644 aimux-providers/data/models/orcarouter.json
 create mode 100644 aimux-providers/data/models/ovhcloud.json
 create mode 100644 aimux-providers/data/models/perplexity.json
 create mode 100644 aimux-providers/data/models/perplexity_agent.json
 create mode 100644 aimux-providers/data/models/pioneer.json
 create mode 100644 aimux-providers/data/models/poe.json
 create mode 100644 aimux-providers/data/models/poolside.json
 create mode 100644 aimux-providers/data/models/ppinfra.json
 create mode 100644 aimux-providers/data/models/privatemode_ai.json
 create mode 100644 aimux-providers/data/models/qihang_ai.json
 create mode 100644 aimux-providers/data/models/qiniu_ai.json
 create mode 100644 aimux-providers/data/models/regolo_ai.json
 create mode 100644 aimux-providers/data/models/requesty.json
 create mode 100644 aimux-providers/data/models/routing_run.json
 create mode 100644 aimux-providers/data/models/sakana.json
 create mode 100644 aimux-providers/data/models/sarvam.json
 create mode 100644 aimux-providers/data/models/scaleway.json
 create mode 100644 aimux-providers/data/models/scx_ai.json
 create mode 100644 aimux-providers/data/models/siliconflow.json
 create mode 100644 aimux-providers/data/models/snowflake_cortex.json
 create mode 100644 aimux-providers/data/models/stackit.json
 create mode 100644 aimux-providers/data/models/stepfun.json
 create mode 100644 aimux-providers/data/models/subconscious.json
 create mode 100644 aimux-providers/data/models/submodel.json
 create mode 100644 aimux-providers/data/models/synthetic.json
 create mode 100644 aimux-providers/data/models/tencent_coding_plan.json
 create mode 100644 aimux-providers/data/models/tencent_token_plan.json
 create mode 100644 aimux-providers/data/models/tencent_tokenhub.json
 create mode 100644 aimux-providers/data/models/the_grid_ai.json
 create mode 100644 aimux-providers/data/models/thinkingmachines.json
 create mode 100644 aimux-providers/data/models/tinfoil.json
 create mode 100644 aimux-providers/data/models/togetherai.json
 create mode 100644 aimux-providers/data/models/tokenflux.json
 create mode 100644 aimux-providers/data/models/trustedrouter.json
 create mode 100644 aimux-providers/data/models/umans_ai.json
 create mode 100644 aimux-providers/data/models/unorouter.json
 create mode 100644 aimux-providers/data/models/upstage.json
 create mode 100644 aimux-providers/data/models/v0.json
 create mode 100644 aimux-providers/data/models/venice.json
 create mode 100644 aimux-providers/data/models/vercel.json
 create mode 100644 aimux-providers/data/models/vivgrid.json
 create mode 100644 aimux-providers/data/models/vultr.json
 create mode 100644 aimux-providers/data/models/wandb.json
 create mode 100644 aimux-providers/data/models/xpersona.json
 create mode 100644 aimux-providers/data/models/zai.json
 create mode 100644 aimux-providers/data/models/zai_coding_plan.json
 create mode 100644 aimux-providers/data/models/zeldoc.json
 create mode 100644 aimux-providers/data/models/zenmux.json
 create mode 100644 scripts/gen_models.py

diff --git a/aimux-providers/data/models.overrides.json b/aimux-providers/data/models.overrides.json
new file mode 100644
index 00000000..7469a6d7
--- /dev/null
+++ b/aimux-providers/data/models.overrides.json
@@ -0,0 +1,3 @@
+{
+  "_doc": "Hand-maintained corrections, applied by scripts/gen_models.py after upstream normalisation. Shape: { \"<provider>\": { \"<model id>\": { <fields to override> } } }, or \"_drop\": true to remove a model. Example: { \"groq\": { \"llama-3.3-70b-versatile\": { \"max_output\": 32768 }, \"whisper-large-v3\": { \"_drop\": true } } }. Top-level keys starting with '_' are ignored (no provider is named that way)."
+}
diff --git a/aimux-providers/data/models/.manifest.json b/aimux-providers/data/models/.manifest.json
new file mode 100644
index 00000000..6a711d4e
--- /dev/null
+++ b/aimux-providers/data/models/.manifest.json
@@ -0,0 +1,11 @@
+{
+  "schema_version": 1,
+  "generated_at": "2026-09-04T13:05:07Z",
+  "sources": {
+    "models.dev": "https://models.dev/api.json",
+    "anya2a": "https://raw.githubusercontent.com/ThinkInAIXYZ/PublicProviderConf/refs/heads/dev/dist/all.json"
+  },
+  "providers": 137,
+  "models": 4871,
+  "hash": "1efd961c95ff51b0478be4266de7d71bf1027b74ae6baaa5f5b05530af1db971"
+}
diff --git a/aimux-providers/data/models/abacus.json b/aimux-providers/data/models/abacus.json
new file mode 100644
index 00000000..5babb012
--- /dev/null
+++ b/aimux-providers/data/models/abacus.json
@@ -0,0 +1,2710 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "abacus",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "MiniMaxAI/MiniMax-M2.7",
+      "name": "MiniMax-M2.7",
+      "context": 204800,
+      "max_output": 131072,
+      "cost": {
+        "input": 0.3,
+        "output": 1.2,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-03-18",
+      "knowledge": null
+    },
+    {
+      "id": "MiniMaxAI/MiniMax-M3",
+      "name": "MiniMax-M3",
+      "context": 1000000,
+      "max_output": 131072,
+      "cost": {
+        "input": 0.3,
+        "output": 1.2,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image",
+          "video"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-01",
+      "knowledge": null
+    },
+    {
+      "id": "Qwen/QwQ-32B",
+      "name": "QwQ 32B",
+      "context": 32768,
+      "max_output": 32768,
+      "cost": {
+        "input": 0.4,
+        "output": 0.4,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2024-11-28",
+      "knowledge": null
+    },
+    {
+      "id": "Qwen/Qwen2.5-72B-Instruct",
+      "name": "Qwen 2.5 72B Instruct",
+      "context": 128000,
+      "max_output": 8192,
+      "cost": {
+        "input": 0.11,
+        "output": 0.38,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": false,
+      "tool_call": true,
+      "release_date": "2024-09-19",
+      "knowledge": null
+    },
+    {
+      "id": "Qwen/Qwen3-235B-A22B-Instruct-2507",
+      "name": "Qwen3 235B A22B Instruct",
+      "context": 262144,
+      "max_output": 8192,
+      "cost": {
+        "input": 0.13,
+        "output": 0.6,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-07-01",
+      "knowledge": null
+    },
+    {
+      "id": "Qwen/Qwen3-32B",
+      "name": "Qwen3 32B",
+      "context": 131072,
+      "max_output": 8192,
+      "cost": {
+        "input": 0.09,
+        "output": 0.29,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-04",
+      "knowledge": "2025-04"
+    },
+    {
+      "id": "Qwen/Qwen3-Coder-480B-A35B-Instruct",
+      "name": "Qwen3-Coder 480B-A35B Instruct",
+      "context": 262144,
+      "max_output": 16384,
+      "cost": {
+        "input": 0.29,
+        "output": 1.2,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": false,
+      "tool_call": true,
+      "release_date": "2025-04",
+      "knowledge": "2025-04"
+    },
+    {
+      "id": "Qwen/Qwen3.6-27B",
+      "name": "Qwen3.6 27B",
+      "context": 262144,
+      "max_output": 8192,
+      "cost": {
+        "input": 0.32,
+        "output": 3.2,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-22",
+      "knowledge": null
+    },
+    {
+      "id": "claude-3-7-sonnet-20250219",
+      "name": "Claude Sonnet 3.7",
+      "context": 200000,
+      "max_output": 64000,
+      "cost": {
+        "input": 3,
+        "output": 15,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image",
+          "pdf"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-02-19",
+      "knowledge": "2024-10-31"
+    },
+    {
+      "id": "claude-fable-5",
+      "name": "Claude Fable 5",
+      "context": 1000000,
+      "max_output": 128000,
+      "cost": {
+        "input": 10,
+        "output": 50,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-09",
+      "knowledge": "2026-01-31"
+    },
+    {
+      "id": "claude-haiku-4-5-20251001",
+      "name": "Claude Haiku 4.5",
+      "context": 200000,
+      "max_output": 64000,
+      "cost": {
+        "input": 1,
+        "output": 5,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-10-15",
+      "knowledge": "2025-02-28"
+    },
+    {
+      "id": "claude-opus-4-1-20250805",
+      "name": "Claude Opus 4.1",
+      "context": 200000,
+      "max_output": 32000,
+      "cost": {
+        "input": 15,
+        "output": 75,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image",
+          "pdf"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-08-05",
+      "knowledge": null
+    },
+    {
+      "id": "claude-opus-4-20250514",
+      "name": "Claude Opus 4",
+      "context": 200000,
+      "max_output": 32000,
+      "cost": {
+        "input": 15,
+        "output": 75,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image",
+          "pdf"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-05-14",
+      "knowledge": null
+    },
+    {
+      "id": "claude-opus-4-5-20251101",
+      "name": "Claude Opus 4.5",
+      "context": 200000,
+      "max_output": 64000,
+      "cost": {
+        "input": 5,
+        "output": 25,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-11-01",
+      "knowledge": "2025-05"
+    },
+    {
+      "id": "claude-opus-4-6",
+      "name": "Claude Opus 4.6",
+      "context": 1000000,
+      "max_output": 128000,
+      "cost": {
+        "input": 5,
+        "output": 25,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-02-05",
+      "knowledge": "2025-05-31"
+    },
+    {
+      "id": "claude-opus-4-7",
+      "name": "Claude Opus 4.7",
+      "context": 1000000,
+      "max_output": 128000,
+      "cost": {
+        "input": 5,
+        "output": 25,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-16",
+      "knowledge": "2026-01-31"
+    },
+    {
+      "id": "claude-opus-4-8",
+      "name": "Claude Opus 4.8",
+      "context": 1000000,
+      "max_output": 128000,
+      "cost": {
+        "input": 5,
+        "output": 25,
+        "cache_read": null,
+        "cache_write": null
+      },
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+        "input": [
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+          "image"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-05-28",
+      "knowledge": "2026-01"
+    },
+    {
+      "id": "claude-opus-5",
+      "name": "Claude Opus 5",
+      "context": 1000000,
+      "max_output": 128000,
+      "cost": {
+        "input": 5,
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+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
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+        ],
+        "output": [
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-07-24",
+      "knowledge": "2026-05"
+    },
+    {
+      "id": "claude-sonnet-4-20250514",
+      "name": "Claude Sonnet 4",
+      "context": 200000,
+      "max_output": 64000,
+      "cost": {
+        "input": 3,
+        "output": 15,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image",
+          "pdf"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-05-14",
+      "knowledge": null
+    },
+    {
+      "id": "claude-sonnet-4-5-20250929",
+      "name": "Claude Sonnet 4.5",
+      "context": 200000,
+      "max_output": 64000,
+      "cost": {
+        "input": 3,
+        "output": 15,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-09-29",
+      "knowledge": "2025-07-31"
+    },
+    {
+      "id": "claude-sonnet-4-6",
+      "name": "Claude Sonnet 4.6",
+      "context": 1000000,
+      "max_output": 64000,
+      "cost": {
+        "input": 3,
+        "output": 15,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-02-17",
+      "knowledge": "2025-08-31"
+    },
+    {
+      "id": "claude-sonnet-5",
+      "name": "Claude Sonnet 5",
+      "context": 1000000,
+      "max_output": 64000,
+      "cost": {
+        "input": 3,
+        "output": 15,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-30",
+      "knowledge": "2026-01-31"
+    },
+    {
+      "id": "deepseek-ai/DeepSeek-R1",
+      "name": "DeepSeek R1",
+      "context": 128000,
+      "max_output": 8192,
+      "cost": {
+        "input": 3,
+        "output": 7,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-01-20",
+      "knowledge": null
+    },
+    {
+      "id": "deepseek-ai/DeepSeek-V3.1-Terminus",
+      "name": "DeepSeek V3.1 Terminus",
+      "context": 128000,
+      "max_output": 8192,
+      "cost": {
+        "input": 0.27,
+        "output": 1,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-06-01",
+      "knowledge": null
+    },
+    {
+      "id": "deepseek-ai/DeepSeek-V3.2",
+      "name": "DeepSeek V3.2",
+      "context": 128000,
+      "max_output": 8192,
+      "cost": {
+        "input": 0.27,
+        "output": 0.4,
+        "cache_read": null,
+        "cache_write": null
+      },
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+        "input": [
+          "text"
+        ],
+        "output": [
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-06-15",
+      "knowledge": null
+    },
+    {
+      "id": "deepseek-ai/DeepSeek-V4-Flash",
+      "name": "DeepSeek V4 Flash",
+      "context": 1000000,
+      "max_output": 32768,
+      "cost": {
+        "input": 0.14,
+        "output": 0.28,
+        "cache_read": 0.03,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-24",
+      "knowledge": "2025-05"
+    },
+    {
+      "id": "deepseek-ai/DeepSeek-V4-Pro",
+      "name": "DeepSeek V4 Pro",
+      "context": 1000000,
+      "max_output": 32768,
+      "cost": {
+        "input": 1.74,
+        "output": 3.48,
+        "cache_read": 0.15,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-24",
+      "knowledge": "2025-05"
+    },
+    {
+      "id": "deepseek/deepseek-v3.1",
+      "name": "DeepSeek V3.1",
+      "context": 128000,
+      "max_output": 8192,
+      "cost": {
+        "input": 0.55,
+        "output": 1.66,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-01-20",
+      "knowledge": null
+    },
+    {
+      "id": "gemini-2.5-flash",
+      "name": "Gemini 2.5 Flash",
+      "context": 1048576,
+      "max_output": 65536,
+      "cost": {
+        "input": 0.3,
+        "output": 2.5,
+        "cache_read": 0.03,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image",
+          "audio"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-06-17",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "gemini-2.5-flash-image",
+      "name": "Nano Banana",
+      "context": 32768,
+      "max_output": 32768,
+      "cost": {
+        "input": 0.3,
+        "output": 30,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image"
+        ],
+        "output": [
+          "text",
+          "image"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": false,
+      "release_date": "2025-08-26",
+      "knowledge": "2024-06"
+    },
+    {
+      "id": "gemini-2.5-pro",
+      "name": "Gemini 2.5 Pro",
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new file mode 100644
index 00000000..43d0dade
--- /dev/null
+++ b/aimux-providers/data/models/abliteration_ai.json
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diff --git a/aimux-providers/data/models/ai_router.json b/aimux-providers/data/models/ai_router.json
new file mode 100644
index 00000000..61e25e87
--- /dev/null
+++ b/aimux-providers/data/models/ai_router.json
@@ -0,0 +1,137 @@
+{
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diff --git a/aimux-providers/data/models/aiand.json b/aimux-providers/data/models/aiand.json
new file mode 100644
index 00000000..9e7b785e
--- /dev/null
+++ b/aimux-providers/data/models/aiand.json
@@ -0,0 +1,284 @@
+{
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diff --git a/aimux-providers/data/models/aihubmix.json b/aimux-providers/data/models/aihubmix.json
new file mode 100644
index 00000000..4f3d4fa7
--- /dev/null
+++ b/aimux-providers/data/models/aihubmix.json
@@ -0,0 +1,1959 @@
+{
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+}
diff --git a/aimux-providers/data/models/aki_io.json b/aimux-providers/data/models/aki_io.json
new file mode 100644
index 00000000..7f85ce81
--- /dev/null
+++ b/aimux-providers/data/models/aki_io.json
@@ -0,0 +1,180 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "aki_io",
+  "source": "models.dev",
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+}
diff --git a/aimux-providers/data/models/alibaba.json b/aimux-providers/data/models/alibaba.json
new file mode 100644
index 00000000..d5d5c55a
--- /dev/null
+++ b/aimux-providers/data/models/alibaba.json
@@ -0,0 +1,2358 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "alibaba",
+  "source": "models.dev",
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diff --git a/aimux-providers/data/models/alibaba_coding_plan.json b/aimux-providers/data/models/alibaba_coding_plan.json
new file mode 100644
index 00000000..57cdf380
--- /dev/null
+++ b/aimux-providers/data/models/alibaba_coding_plan.json
@@ -0,0 +1,305 @@
+{
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diff --git a/aimux-providers/data/models/alibaba_coding_plan_cn.json b/aimux-providers/data/models/alibaba_coding_plan_cn.json
new file mode 100644
index 00000000..a2e54b48
--- /dev/null
+++ b/aimux-providers/data/models/alibaba_coding_plan_cn.json
@@ -0,0 +1,303 @@
+{
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diff --git a/aimux-providers/data/models/alibaba_token_plan.json b/aimux-providers/data/models/alibaba_token_plan.json
new file mode 100644
index 00000000..6a5f9e05
--- /dev/null
+++ b/aimux-providers/data/models/alibaba_token_plan.json
@@ -0,0 +1,652 @@
+{
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+}
diff --git a/aimux-providers/data/models/alibaba_token_plan_cn.json b/aimux-providers/data/models/alibaba_token_plan_cn.json
new file mode 100644
index 00000000..861afb22
--- /dev/null
+++ b/aimux-providers/data/models/alibaba_token_plan_cn.json
@@ -0,0 +1,652 @@
+{
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+      "release_date": "2026-08-26",
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+      "name": "Qwen3.8 Max",
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+      "release_date": "2026-07-19",
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+      "name": "Wan2.7 Image",
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+      "release_date": "2026-05-29",
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+    },
+    {
+      "id": "wan2.7-image-pro",
+      "name": "Wan2.7 Image Pro",
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+    }
+  ]
+}
diff --git a/aimux-providers/data/models/ambient.json b/aimux-providers/data/models/ambient.json
new file mode 100644
index 00000000..05e677f2
--- /dev/null
+++ b/aimux-providers/data/models/ambient.json
@@ -0,0 +1,255 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "ambient",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "ambient/large",
+      "name": "Ambient Large",
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+    },
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+      "tool_call": true,
+      "release_date": "2026-04-24",
+      "knowledge": "2025-05"
+    },
+    {
+      "id": "deepseek/deepseek-v4-flash-0731",
+      "name": "DeepSeek V4 Flash 0731",
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+      "tool_call": true,
+      "release_date": "2026-07-31",
+      "knowledge": "2025-05"
+    },
+    {
+      "id": "moonshotai/kimi-k2.6",
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+      "release_date": "2026-05-29",
+      "knowledge": "2026-03-01"
+    },
+    {
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+      "release_date": "2026-04-22",
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+  ]
+}
diff --git a/aimux-providers/data/models/anyapi.json b/aimux-providers/data/models/anyapi.json
new file mode 100644
index 00000000..ffd076ac
--- /dev/null
+++ b/aimux-providers/data/models/anyapi.json
@@ -0,0 +1,775 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "anyapi",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "anthropic/claude-haiku-4-5",
+      "name": "Claude Haiku 4.5 (latest)",
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+          "pdf"
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+        ]
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+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-10-15",
+      "knowledge": "2025-02-28"
+    },
+    {
+      "id": "anthropic/claude-opus-4-6",
+      "name": "Claude Opus 4.6",
+      "context": 1000000,
+      "max_output": 128000,
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+          "pdf"
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+        ]
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+      "tool_call": true,
+      "release_date": "2026-02-05",
+      "knowledge": "2025-05-31"
+    },
+    {
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+      "name": "Claude Opus 4.7",
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+      "release_date": "2026-04-16",
+      "knowledge": "2026-01-31"
+    },
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+      "release_date": "2026-02-17",
+      "knowledge": "2025-08-31"
+    },
+    {
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+      "name": "Command R+",
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+      "release_date": "2024-08-30",
+      "knowledge": "2024-06-01"
+    },
+    {
+      "id": "deepseek/deepseek-chat",
+      "name": "DeepSeek Chat",
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+      "release_date": "2025-12-01",
+      "knowledge": "2025-09"
+    },
+    {
+      "id": "deepseek/deepseek-r1",
+      "name": "DeepSeek Reasoner",
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+      "release_date": "2025-12-01",
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+    },
+    {
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+      "release_date": "2026-04-24",
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+    {
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+      "name": "DeepSeek V4 Pro",
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diff --git a/aimux-providers/data/models/atomic_chat.json b/aimux-providers/data/models/atomic_chat.json
new file mode 100644
index 00000000..0a5d375f
--- /dev/null
+++ b/aimux-providers/data/models/atomic_chat.json
@@ -0,0 +1,129 @@
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diff --git a/aimux-providers/data/models/auriko.json b/aimux-providers/data/models/auriko.json
new file mode 100644
index 00000000..5ba8eda5
--- /dev/null
+++ b/aimux-providers/data/models/auriko.json
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+      },
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+          "video"
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+      "release_date": "2026-04-02",
+      "knowledge": "2025-04"
+    }
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+}
diff --git a/aimux-providers/data/models/azure_ai.json b/aimux-providers/data/models/azure_ai.json
new file mode 100644
index 00000000..3209860d
--- /dev/null
+++ b/aimux-providers/data/models/azure_ai.json
@@ -0,0 +1,1863 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "azure_ai",
+  "source": "models.dev",
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diff --git a/aimux-providers/data/models/bailing.json b/aimux-providers/data/models/bailing.json
new file mode 100644
index 00000000..f0a507f9
--- /dev/null
+++ b/aimux-providers/data/models/bailing.json
@@ -0,0 +1,55 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "bailing",
+  "source": "models.dev",
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+}
diff --git a/aimux-providers/data/models/baseten.json b/aimux-providers/data/models/baseten.json
new file mode 100644
index 00000000..09747a9d
--- /dev/null
+++ b/aimux-providers/data/models/baseten.json
@@ -0,0 +1,545 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "baseten",
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+}
diff --git a/aimux-providers/data/models/berget.json b/aimux-providers/data/models/berget.json
new file mode 100644
index 00000000..adfd3739
--- /dev/null
+++ b/aimux-providers/data/models/berget.json
@@ -0,0 +1,158 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "berget",
+  "source": "models.dev",
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diff --git a/aimux-providers/data/models/blueclaw.json b/aimux-providers/data/models/blueclaw.json
new file mode 100644
index 00000000..83596434
--- /dev/null
+++ b/aimux-providers/data/models/blueclaw.json
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+{
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new file mode 100644
index 00000000..169dc714
--- /dev/null
+++ b/aimux-providers/data/models/cerebras.json
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+{
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diff --git a/aimux-providers/data/models/cherryin.json b/aimux-providers/data/models/cherryin.json
new file mode 100644
index 00000000..ba628061
--- /dev/null
+++ b/aimux-providers/data/models/cherryin.json
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diff --git a/aimux-providers/data/models/chutes.json b/aimux-providers/data/models/chutes.json
new file mode 100644
index 00000000..c23284e5
--- /dev/null
+++ b/aimux-providers/data/models/chutes.json
@@ -0,0 +1,351 @@
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diff --git a/aimux-providers/data/models/clarifai.json b/aimux-providers/data/models/clarifai.json
new file mode 100644
index 00000000..422dba04
--- /dev/null
+++ b/aimux-providers/data/models/clarifai.json
@@ -0,0 +1,301 @@
+{
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+  "provider": "clarifai",
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+}
diff --git a/aimux-providers/data/models/claudinio.json b/aimux-providers/data/models/claudinio.json
new file mode 100644
index 00000000..ba64c305
--- /dev/null
+++ b/aimux-providers/data/models/claudinio.json
@@ -0,0 +1,61 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "claudinio",
+  "source": "models.dev",
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+}
diff --git a/aimux-providers/data/models/cline_pass.json b/aimux-providers/data/models/cline_pass.json
new file mode 100644
index 00000000..1e9ebe85
--- /dev/null
+++ b/aimux-providers/data/models/cline_pass.json
@@ -0,0 +1,335 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "cline_pass",
+  "source": "models.dev",
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+}
diff --git a/aimux-providers/data/models/cloudferro_sherlock.json b/aimux-providers/data/models/cloudferro_sherlock.json
new file mode 100644
index 00000000..429a843e
--- /dev/null
+++ b/aimux-providers/data/models/cloudferro_sherlock.json
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+{
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diff --git a/aimux-providers/data/models/cloudflare_workers_ai.json b/aimux-providers/data/models/cloudflare_workers_ai.json
new file mode 100644
index 00000000..945cf193
--- /dev/null
+++ b/aimux-providers/data/models/cloudflare_workers_ai.json
@@ -0,0 +1,662 @@
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+}
diff --git a/aimux-providers/data/models/cortecs.json b/aimux-providers/data/models/cortecs.json
new file mode 100644
index 00000000..25b18479
--- /dev/null
+++ b/aimux-providers/data/models/cortecs.json
@@ -0,0 +1,2726 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "cortecs",
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+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-08-27",
+      "knowledge": null
+    },
+    {
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+      "name": "qwen3guard-gen-0.6b",
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+      "tool_call": false,
+      "release_date": "2026-02-04",
+      "knowledge": null
+    },
+    {
+      "id": "qwen3guard-gen-8b",
+      "name": "qwen3guard-gen-8b",
+      "context": 32000,
+      "max_output": 32000,
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+      "reasoning": false,
+      "tool_call": false,
+      "release_date": "2026-02-04",
+      "knowledge": null
+    },
+    {
+      "id": "voxtral-small-2507",
+      "name": "voxtral-small-2507",
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+      "max_output": 32000,
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+      "tool_call": true,
+      "release_date": "2026-02-02",
+      "knowledge": null
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/crof.json b/aimux-providers/data/models/crof.json
new file mode 100644
index 00000000..d037538e
--- /dev/null
+++ b/aimux-providers/data/models/crof.json
@@ -0,0 +1,583 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "crof",
+  "source": "models.dev",
+  "models": [
+    {
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+      },
+      "reasoning": false,
+      "tool_call": true,
+      "release_date": "2025-07-22",
+      "knowledge": null
+    },
+    {
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+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-24",
+      "knowledge": "2025-05"
+    },
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+      "release_date": "2026-07-31",
+      "knowledge": "2025-05"
+    },
+    {
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+      "release_date": "2026-08-12",
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+    },
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+      "release_date": "2026-06-13",
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+      "release_date": "2026-01-27",
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+    },
+    {
+      "id": "greg-2-super",
+      "name": "Greg 2 Super",
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+      "release_date": "2026-06-14",
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+    },
+    {
+      "id": "greg-2-ultra",
+      "name": "Greg 2 Ultra",
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+      "tool_call": false,
+      "release_date": "2026-06-14",
+      "knowledge": null
+    },
+    {
+      "id": "greg-rp",
+      "name": "Greg (Roleplay)",
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+      "max_output": 229376,
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+      "tool_call": false,
+      "release_date": "2026-01-27",
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+    },
+    {
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+      "name": "Kimi K2.6",
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+      "release_date": "2026-04-21",
+      "knowledge": "2025-01"
+    },
+    {
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+      "release_date": "2026-06-12",
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+    },
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+      "release_date": "2026-07-16",
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+    },
+    {
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+      "name": "Kimi K3 Eco",
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+      },
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+          "image",
+          "video"
+        ],
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+        ]
+      },
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+      "tool_call": true,
+      "release_date": "2026-07-16",
+      "knowledge": null
+    },
+    {
+      "id": "mimo-v2.5-pro",
+      "name": "MiMo-V2.5-Pro",
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+      },
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-22",
+      "knowledge": "2024-12"
+    },
+    {
+      "id": "qwen3.5-397b-a17b",
+      "name": "Qwen3.5 397B-A17B",
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+      "max_output": 262144,
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+      },
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+          "text",
+          "image",
+          "video",
+          "audio"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-02-15",
+      "knowledge": null
+    },
+    {
+      "id": "qwen3.5-9b",
+      "name": "Qwen3.5 9B",
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+      "max_output": 262144,
+      "cost": {
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+      },
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+          "text",
+          "image",
+          "video",
+          "audio"
+        ],
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+        ]
+      },
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+      "tool_call": true,
+      "release_date": "2026-03-13",
+      "knowledge": null
+    },
+    {
+      "id": "qwen3.6-27b",
+      "name": "Qwen3.6 27B",
+      "context": 262144,
+      "max_output": 262144,
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+        ]
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+      "tool_call": true,
+      "release_date": "2026-04-22",
+      "knowledge": null
+    },
+    {
+      "id": "qwen3.8-27b",
+      "name": "Qwen3.8 27B",
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+      "max_output": 262144,
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+      },
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+          "image",
+          "video"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-08-14",
+      "knowledge": null
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/crossmodel.json b/aimux-providers/data/models/crossmodel.json
new file mode 100644
index 00000000..cf721022
--- /dev/null
+++ b/aimux-providers/data/models/crossmodel.json
@@ -0,0 +1,1476 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "crossmodel",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "anthropic/claude-fable-5",
+      "name": "Claude Fable 5",
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+      "max_output": 128000,
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+        "cache_read": 1,
+        "cache_write": 12.5
+      },
+      "modalities": {
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+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-09",
+      "knowledge": "2026-01-31"
+    },
+    {
+      "id": "anthropic/claude-fable-5-1",
+      "name": "Claude Fable 5.1",
+      "context": 1000000,
+      "max_output": 128000,
+      "cost": {
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+      },
+      "modalities": {
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+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-09-01",
+      "knowledge": "2026-06"
+    },
+    {
+      "id": "anthropic/claude-haiku-4-5",
+      "name": "Claude Haiku 4.5 (latest)",
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+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-10-15",
+      "knowledge": "2025-02-28"
+    },
+    {
+      "id": "anthropic/claude-opus-4-7",
+      "name": "Claude Opus 4.7",
+      "context": 1000000,
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+      },
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+          "text",
+          "image"
+        ],
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+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-16",
+      "knowledge": "2026-01-31"
+    },
+    {
+      "id": "anthropic/claude-opus-4-8",
+      "name": "Claude Opus 4.8",
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+      },
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+        ]
+      },
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+      "tool_call": true,
+      "release_date": "2026-05-28",
+      "knowledge": "2026-01"
+    },
+    {
+      "id": "anthropic/claude-opus-5",
+      "name": "Claude Opus 5",
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+      },
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+          "image"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-07-24",
+      "knowledge": "2026-05"
+    },
+    {
+      "id": "anthropic/claude-sonnet-4-6",
+      "name": "Claude Sonnet 4.6",
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+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-02-17",
+      "knowledge": "2025-08-31"
+    },
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diff --git a/aimux-providers/data/models/crusoe.json b/aimux-providers/data/models/crusoe.json
new file mode 100644
index 00000000..682d6695
--- /dev/null
+++ b/aimux-providers/data/models/crusoe.json
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+{
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diff --git a/aimux-providers/data/models/daoxe.json b/aimux-providers/data/models/daoxe.json
new file mode 100644
index 00000000..d210c024
--- /dev/null
+++ b/aimux-providers/data/models/daoxe.json
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+{
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+      "context": 262144,
+      "max_output": 262144,
+      "cost": {
+        "input": 0.6,
+        "output": 3,
+        "cache_read": 0.1,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image",
+          "video"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-01",
+      "knowledge": "2025-01"
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/databricks.json b/aimux-providers/data/models/databricks.json
new file mode 100644
index 00000000..75607552
--- /dev/null
+++ b/aimux-providers/data/models/databricks.json
@@ -0,0 +1,786 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "databricks",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "databricks-claude-haiku-4-5",
+      "name": "Claude Haiku 4.5 (latest)",
+      "context": 200000,
+      "max_output": 64000,
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+      },
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+          "text",
+          "image",
+          "pdf"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-10-15",
+      "knowledge": "2025-02-28"
+    },
+    {
+      "id": "databricks-claude-opus-4-1",
+      "name": "Claude Opus 4.1 (latest)",
+      "context": 200000,
+      "max_output": 32000,
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+      },
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+          "image",
+          "pdf"
+        ],
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+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-08-05",
+      "knowledge": "2025-03-31"
+    },
+    {
+      "id": "databricks-claude-opus-4-5",
+      "name": "Claude Opus 4.5 (latest)",
+      "context": 200000,
+      "max_output": 64000,
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+      },
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+          "image",
+          "pdf"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-11-24",
+      "knowledge": "2025-05"
+    },
+    {
+      "id": "databricks-claude-opus-4-6",
+      "name": "Claude Opus 4.6",
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+          "image",
+          "pdf"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-02-05",
+      "knowledge": "2025-05-31"
+    },
+    {
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+      "name": "Claude Opus 4.7",
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+          "image",
+          "pdf"
+        ],
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+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-16",
+      "knowledge": "2026-01-31"
+    },
+    {
+      "id": "databricks-claude-sonnet-4",
+      "name": "Claude Sonnet 4.5",
+      "context": 200000,
+      "max_output": 64000,
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+          "pdf"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-09-29",
+      "knowledge": "2025-07-31"
+    },
+    {
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+      "name": "Claude Sonnet 4.5 (latest)",
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+          "pdf"
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+        ]
+      },
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+      "tool_call": true,
+      "release_date": "2025-09-29",
+      "knowledge": "2025-07-31"
+    },
+    {
+      "id": "databricks-claude-sonnet-4-6",
+      "name": "Claude Sonnet 4.6",
+      "context": 1000000,
+      "max_output": 64000,
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+      },
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+          "image",
+          "pdf"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-02-17",
+      "knowledge": "2025-08-31"
+    },
+    {
+      "id": "databricks-gemini-2-5-flash",
+      "name": "Gemini 2.5 Flash",
+      "context": 1048576,
+      "max_output": 65536,
+      "cost": {
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+        "output": 2.5,
+        "cache_read": 0.03,
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+      },
+      "modalities": {
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+          "text",
+          "image",
+          "audio",
+          "video",
+          "pdf"
+        ],
+        "output": [
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-06-17",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "databricks-gemini-2-5-pro",
+      "name": "Gemini 2.5 Pro",
+      "context": 1048576,
+      "max_output": 65536,
+      "cost": {
+        "input": 1.25,
+        "output": 10,
+        "cache_read": 0.125,
+        "cache_write": null
+      },
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+          "text",
+          "image",
+          "audio",
+          "video",
+          "pdf"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-06-17",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "databricks-gemini-3-1-flash-lite",
+      "name": "Gemini 3.1 Flash Lite Preview",
+      "context": 1048576,
+      "max_output": 65536,
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+          "video",
+          "audio",
+          "pdf"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-03-03",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "databricks-gemini-3-1-pro",
+      "name": "Gemini 3.1 Pro Preview Custom Tools",
+      "context": 1048576,
+      "max_output": 65536,
+      "cost": {
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+        "output": 12,
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+      },
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+          "text",
+          "image",
+          "video",
+          "audio",
+          "pdf"
+        ],
+        "output": [
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-02-19",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "databricks-gemini-3-flash",
+      "name": "Gemini 3 Flash Preview",
+      "context": 1048576,
+      "max_output": 65536,
+      "cost": {
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+      },
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+          "pdf"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-12-17",
+      "knowledge": "2025-01"
+    },
+    {
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+      "name": "Gemini 3 Pro Preview",
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+      "max_output": 65536,
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+    },
+    {
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+      "tool_call": true,
+      "release_date": "2026-06-13",
+      "knowledge": null
+    },
+    {
+      "id": "databricks-gpt-5",
+      "name": "GPT-5",
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+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-08-07",
+      "knowledge": "2024-09-30"
+    },
+    {
+      "id": "databricks-gpt-5-1",
+      "name": "GPT-5.1",
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+      "max_output": 128000,
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+        "cache_write": null
+      },
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+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-11-13",
+      "knowledge": "2024-09-30"
+    },
+    {
+      "id": "databricks-gpt-5-2",
+      "name": "GPT-5.2",
+      "context": 400000,
+      "max_output": 128000,
+      "cost": {
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+        "cache_write": null
+      },
+      "modalities": {
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+          "image"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-12-11",
+      "knowledge": "2025-08-31"
+    },
+    {
+      "id": "databricks-gpt-5-4",
+      "name": "GPT-5.4",
+      "context": 1050000,
+      "max_output": 128000,
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+          "pdf"
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+        ]
+      },
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+      "tool_call": true,
+      "release_date": "2026-03-05",
+      "knowledge": "2025-08-31"
+    },
+    {
+      "id": "databricks-gpt-5-4-mini",
+      "name": "GPT-5.4 mini",
+      "context": 400000,
+      "max_output": 128000,
+      "cost": {
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+        "cache_read": 0.075,
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+        ]
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+      "tool_call": true,
+      "release_date": "2026-03-17",
+      "knowledge": "2025-08-31"
+    },
+    {
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+      "name": "GPT-5.4 nano",
+      "context": 400000,
+      "max_output": 128000,
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+      "tool_call": true,
+      "release_date": "2026-03-17",
+      "knowledge": "2025-08-31"
+    },
+    {
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+      "name": "GPT-5.5",
+      "context": 1050000,
+      "max_output": 128000,
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+          "pdf"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-23",
+      "knowledge": "2025-12-01"
+    },
+    {
+      "id": "databricks-gpt-5-6-luna",
+      "name": "GPT-5.6 Luna",
+      "context": 400000,
+      "max_output": 128000,
+      "cost": {
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+      "tool_call": true,
+      "release_date": "2026-07-09",
+      "knowledge": "2026-02-16"
+    },
+    {
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+      "name": "GPT-5.6 Sol",
+      "context": 1050000,
+      "max_output": 128000,
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+        ]
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+      "tool_call": true,
+      "release_date": "2026-07-09",
+      "knowledge": "2026-02-16"
+    },
+    {
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+      "name": "GPT-5.6 Terra",
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+      "cost": {
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+          "image",
+          "pdf"
+        ],
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+        ]
+      },
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+      "tool_call": true,
+      "release_date": "2026-07-09",
+      "knowledge": "2026-02-16"
+    },
+    {
+      "id": "databricks-gpt-5-mini",
+      "name": "GPT-5 Mini",
+      "context": 400000,
+      "max_output": 128000,
+      "cost": {
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+        "cache_write": null
+      },
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+          "image"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-08-07",
+      "knowledge": "2024-05-30"
+    },
+    {
+      "id": "databricks-gpt-5-nano",
+      "name": "GPT-5 Nano",
+      "context": 400000,
+      "max_output": 128000,
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+      },
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+        ],
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+        ]
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+      "tool_call": true,
+      "release_date": "2025-08-07",
+      "knowledge": "2024-05-30"
+    },
+    {
+      "id": "databricks-gpt-oss-120b",
+      "name": "GPT OSS 120B",
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+      "max_output": 32768,
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+      },
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+      "tool_call": true,
+      "release_date": "2025-08-05",
+      "knowledge": null
+    },
+    {
+      "id": "databricks-gpt-oss-20b",
+      "name": "GPT OSS 20B",
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+      },
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-08-05",
+      "knowledge": null
+    },
+    {
+      "id": "databricks-kimi-k2-7-code",
+      "name": "Kimi K2.7 Code",
+      "context": 262144,
+      "max_output": 262144,
+      "cost": {
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+        "output": 4,
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+        "cache_write": null
+      },
+      "modalities": {
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+          "text",
+          "image",
+          "video"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-12",
+      "knowledge": "2025-01"
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/deepinfra.json b/aimux-providers/data/models/deepinfra.json
new file mode 100644
index 00000000..8c66b57f
--- /dev/null
+++ b/aimux-providers/data/models/deepinfra.json
@@ -0,0 +1,1577 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "deepinfra",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "ByteDance/Seed-2.0-code",
+      "name": "Seed 2.0 Code",
+      "context": 256000,
+      "max_output": 131072,
+      "cost": {
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+      },
+      "modalities": {
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+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-02-14",
+      "knowledge": null
+    },
+    {
+      "id": "ByteDance/Seed-2.0-mini",
+      "name": "Seed 2.0 Mini",
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diff --git a/aimux-providers/data/models/deepseek.json b/aimux-providers/data/models/deepseek.json
new file mode 100644
index 00000000..1b969b5b
--- /dev/null
+++ b/aimux-providers/data/models/deepseek.json
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+{
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diff --git a/aimux-providers/data/models/digitalocean.json b/aimux-providers/data/models/digitalocean.json
new file mode 100644
index 00000000..bb8ea4fa
--- /dev/null
+++ b/aimux-providers/data/models/digitalocean.json
@@ -0,0 +1,2350 @@
+{
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+}
diff --git a/aimux-providers/data/models/dinference.json b/aimux-providers/data/models/dinference.json
new file mode 100644
index 00000000..2f029831
--- /dev/null
+++ b/aimux-providers/data/models/dinference.json
@@ -0,0 +1,151 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "dinference",
+  "source": "models.dev",
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+}
diff --git a/aimux-providers/data/models/doubao.json b/aimux-providers/data/models/doubao.json
new file mode 100644
index 00000000..9a3909a6
--- /dev/null
+++ b/aimux-providers/data/models/doubao.json
@@ -0,0 +1,1045 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "doubao",
+  "source": "anya2a",
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diff --git a/aimux-providers/data/models/drun.json b/aimux-providers/data/models/drun.json
new file mode 100644
index 00000000..08ac30cc
--- /dev/null
+++ b/aimux-providers/data/models/drun.json
@@ -0,0 +1,79 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "drun",
+  "source": "models.dev",
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+      "knowledge": "2024-07"
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+}
diff --git a/aimux-providers/data/models/ebcloud.json b/aimux-providers/data/models/ebcloud.json
new file mode 100644
index 00000000..0ce9ac18
--- /dev/null
+++ b/aimux-providers/data/models/ebcloud.json
@@ -0,0 +1,103 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "ebcloud",
+  "source": "models.dev",
+  "models": [
+    {
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+      "release_date": "2026-04-24",
+      "knowledge": "2025-05"
+    },
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+      "knowledge": "2025-05"
+    },
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+      "name": "Kimi K2.6",
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+    }
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+}
diff --git a/aimux-providers/data/models/empiriolabs.json b/aimux-providers/data/models/empiriolabs.json
new file mode 100644
index 00000000..8ca89685
--- /dev/null
+++ b/aimux-providers/data/models/empiriolabs.json
@@ -0,0 +1,1478 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "empiriolabs",
+  "source": "models.dev",
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+      "release_date": "2025-12-01",
+      "knowledge": "2024-07"
+    },
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+    },
+    {
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+          "video"
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+      "release_date": "2026-05-29",
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+    }
+  ]
+}
diff --git a/aimux-providers/data/models/evroc.json b/aimux-providers/data/models/evroc.json
new file mode 100644
index 00000000..d3b007e4
--- /dev/null
+++ b/aimux-providers/data/models/evroc.json
@@ -0,0 +1,402 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "evroc",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "KBLab/kb-whisper-large",
+      "name": "KB Whisper",
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+      "max_output": 448,
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+      },
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+          "audio"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": false,
+      "tool_call": false,
+      "release_date": "2024-10-01",
+      "knowledge": null
+    },
+    {
+      "id": "Qwen/Qwen3-Embedding-8B",
+      "name": "Qwen3 Embedding 8B",
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+      "max_output": 4096,
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+      },
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+        ],
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+        ]
+      },
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+      "release_date": "2025-07-30",
+      "knowledge": null
+    },
+    {
+      "id": "Qwen/Qwen3-Reranker-4B",
+      "name": "Qwen3 Reranker 4B",
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+      "max_output": 4096,
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+      },
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+        ]
+      },
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+      "tool_call": false,
+      "release_date": "2025-07-30",
+      "knowledge": null
+    },
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diff --git a/aimux-providers/data/models/fastrouter.json b/aimux-providers/data/models/fastrouter.json
new file mode 100644
index 00000000..afd14664
--- /dev/null
+++ b/aimux-providers/data/models/fastrouter.json
@@ -0,0 +1,1190 @@
+{
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diff --git a/aimux-providers/data/models/fireworks.json b/aimux-providers/data/models/fireworks.json
new file mode 100644
index 00000000..310130b3
--- /dev/null
+++ b/aimux-providers/data/models/fireworks.json
@@ -0,0 +1,477 @@
+{
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+      "tool_call": true,
+      "release_date": "2026-04-17",
+      "knowledge": null
+    },
+    {
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+      "name": "Kimi K2.7 Code",
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+      "tool_call": true,
+      "release_date": "2026-06-12",
+      "knowledge": null
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+    {
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+      "name": "Kimi K3",
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+      "release_date": "2026-07-27",
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+    {
+      "id": "accounts/fireworks/models/minimax-m3",
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+      "tool_call": true,
+      "release_date": "2026-06-12",
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+    },
+    {
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+      "release_date": "2026-08-10",
+      "knowledge": "2026-01-04"
+    },
+    {
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+    },
+    {
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+      "name": "Nemotron 3.5 Lightning 30B A3B",
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+      "release_date": "2026-08-11",
+      "knowledge": null
+    },
+    {
+      "id": "accounts/fireworks/models/qwen3p7-plus",
+      "name": "Qwen 3.7 Plus",
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+      "release_date": "2026-06-12",
+      "knowledge": null
+    },
+    {
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+      "name": "Qwen3.8 Max",
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+      "release_date": "2026-08-03",
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+    },
+    {
+      "id": "accounts/fireworks/routers/glm-5p2-fast",
+      "name": "GLM 5.2 Fast",
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+      "release_date": "2026-06-26",
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+    },
+    {
+      "id": "accounts/fireworks/routers/kimi-k3-fast",
+      "name": "Kimi K3 Fast",
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+      "max_output": 131072,
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+      "release_date": "2026-07-27",
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+    }
+  ]
+}
diff --git a/aimux-providers/data/models/freemodel.json b/aimux-providers/data/models/freemodel.json
new file mode 100644
index 00000000..22bf8ecb
--- /dev/null
+++ b/aimux-providers/data/models/freemodel.json
@@ -0,0 +1,266 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "freemodel",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "claude-fable-5",
+      "name": "Claude Fable 5",
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+      "max_output": 128000,
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+      },
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+          "image",
+          "pdf"
+        ],
+        "output": [
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-09",
+      "knowledge": "2026-01-31"
+    },
+    {
+      "id": "claude-haiku-4-5-20251001",
+      "name": "Claude Haiku 4.5",
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+      "max_output": 64000,
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+      },
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+          "image",
+          "pdf"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-10-15",
+      "knowledge": "2025-02-28"
+    },
+    {
+      "id": "claude-opus-4-6",
+      "name": "Claude Opus 4.6",
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+          "pdf"
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-02-05",
+      "knowledge": "2025-05-31"
+    },
+    {
+      "id": "claude-opus-4-7",
+      "name": "Claude Opus 4.7",
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+      "release_date": "2026-04-16",
+      "knowledge": "2026-01-31"
+    },
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+      "tool_call": true,
+      "release_date": "2026-05-28",
+      "knowledge": "2026-01"
+    },
+    {
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+      "name": "Claude Sonnet 4.6",
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+      "tool_call": true,
+      "release_date": "2026-02-17",
+      "knowledge": "2025-08-31"
+    },
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+      "tool_call": true,
+      "release_date": "2026-02-05",
+      "knowledge": "2025-08-31"
+    },
+    {
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+      "name": "GPT-5.4",
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+      "release_date": "2026-03-05",
+      "knowledge": "2025-08-31"
+    },
+    {
+      "id": "gpt-5.4-mini",
+      "name": "GPT-5.4 mini",
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+      "tool_call": true,
+      "release_date": "2026-03-17",
+      "knowledge": "2025-08-31"
+    },
+    {
+      "id": "gpt-5.5",
+      "name": "GPT-5.5",
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+          "pdf"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-23",
+      "knowledge": "2025-12-01"
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/frogbot.json b/aimux-providers/data/models/frogbot.json
new file mode 100644
index 00000000..19f0cf9d
--- /dev/null
+++ b/aimux-providers/data/models/frogbot.json
@@ -0,0 +1,668 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "frogbot",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "claude-haiku-4-5",
+      "name": "Claude Haiku 4.5",
+      "context": 200000,
+      "max_output": 64000,
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+      },
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+          "text",
+          "image",
+          "pdf"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-10-15",
+      "knowledge": "2025-02-28"
+    },
+    {
+      "id": "claude-opus-4-6",
+      "name": "Claude Opus 4.6",
+      "context": 200000,
+      "max_output": 128000,
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+      },
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+          "text",
+          "image",
+          "pdf"
+        ],
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+          "text"
+        ]
+      },
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+      "tool_call": true,
+      "release_date": "2026-02-05",
+      "knowledge": "2025-05-31"
+    },
+    {
+      "id": "claude-opus-4-7",
+      "name": "Claude Opus 4.7",
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+          "pdf"
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-16",
+      "knowledge": "2026-01-31"
+    },
+    {
+      "id": "claude-sonnet-4-6",
+      "name": "Claude Sonnet 4.6",
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+      "release_date": "2026-02-17",
+      "knowledge": "2025-08-31"
+    },
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+      "id": "deepseek-v4-pro",
+      "name": "DeepSeek v4 Pro",
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+      "release_date": "2026-04-24",
+      "knowledge": "2026-01"
+    },
+    {
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+      "release_date": "2025-07-17",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "gemini-2.5-pro",
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+      "release_date": "2025-03-20",
+      "knowledge": "2025-01"
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+      "max_output": 64000,
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+      "tool_call": true,
+      "release_date": "2026-02-18",
+      "knowledge": "2026-01"
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+    {
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+      "release_date": "2025-12-17",
+      "knowledge": "2025-01"
+    },
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+      "release_date": "2024-05-13",
+      "knowledge": "2023-09"
+    },
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+      "release_date": "2026-02-15",
+      "knowledge": "2026-01-31"
+    },
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+      "release_date": "2026-03-17",
+      "knowledge": "2025-08-31"
+    },
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+}
diff --git a/aimux-providers/data/models/gmicloud.json b/aimux-providers/data/models/gmicloud.json
new file mode 100644
index 00000000..9d431cad
--- /dev/null
+++ b/aimux-providers/data/models/gmicloud.json
@@ -0,0 +1,373 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "gmicloud",
+  "source": "models.dev",
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+}
diff --git a/aimux-providers/data/models/groq.json b/aimux-providers/data/models/groq.json
new file mode 100644
index 00000000..fd046b06
--- /dev/null
+++ b/aimux-providers/data/models/groq.json
@@ -0,0 +1,393 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "groq",
+  "source": "models.dev",
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+}
diff --git a/aimux-providers/data/models/helicone.json b/aimux-providers/data/models/helicone.json
new file mode 100644
index 00000000..278debef
--- /dev/null
+++ b/aimux-providers/data/models/helicone.json
@@ -0,0 +1,2230 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "helicone",
+  "source": "models.dev",
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+      "knowledge": "2025-01"
+    },
+    {
+      "id": "sonar-reasoning-pro",
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+      "release_date": "2025-01-27",
+      "knowledge": "2025-01"
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/hetzner.json b/aimux-providers/data/models/hetzner.json
new file mode 100644
index 00000000..715db232
--- /dev/null
+++ b/aimux-providers/data/models/hetzner.json
@@ -0,0 +1,57 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "hetzner",
+  "source": "models.dev",
+  "models": [
+    {
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+      },
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+          "image"
+        ],
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+        ]
+      },
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+      "tool_call": true,
+      "release_date": "2026-04-17",
+      "knowledge": null
+    },
+    {
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+      "name": "Qwen3.8-27B",
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+      },
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+        ],
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+        ]
+      },
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+      "tool_call": true,
+      "release_date": "2026-08-14",
+      "knowledge": null
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/hpc_ai.json b/aimux-providers/data/models/hpc_ai.json
new file mode 100644
index 00000000..47cb5fa4
--- /dev/null
+++ b/aimux-providers/data/models/hpc_ai.json
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diff --git a/aimux-providers/data/models/iflowcn.json b/aimux-providers/data/models/iflowcn.json
new file mode 100644
index 00000000..aa3dd950
--- /dev/null
+++ b/aimux-providers/data/models/iflowcn.json
@@ -0,0 +1,344 @@
+{
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+}
diff --git a/aimux-providers/data/models/inception.json b/aimux-providers/data/models/inception.json
new file mode 100644
index 00000000..529c4000
--- /dev/null
+++ b/aimux-providers/data/models/inception.json
@@ -0,0 +1,55 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "inception",
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+}
diff --git a/aimux-providers/data/models/inceptron.json b/aimux-providers/data/models/inceptron.json
new file mode 100644
index 00000000..85638afa
--- /dev/null
+++ b/aimux-providers/data/models/inceptron.json
@@ -0,0 +1,105 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
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diff --git a/aimux-providers/data/models/inferx.json b/aimux-providers/data/models/inferx.json
new file mode 100644
index 00000000..0d7aa62c
--- /dev/null
+++ b/aimux-providers/data/models/inferx.json
@@ -0,0 +1,310 @@
+{
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+}
diff --git a/aimux-providers/data/models/io_net.json b/aimux-providers/data/models/io_net.json
new file mode 100644
index 00000000..98471705
--- /dev/null
+++ b/aimux-providers/data/models/io_net.json
@@ -0,0 +1,419 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "io_net",
+  "source": "models.dev",
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+}
diff --git a/aimux-providers/data/models/jiekou.json b/aimux-providers/data/models/jiekou.json
new file mode 100644
index 00000000..a14ea89e
--- /dev/null
+++ b/aimux-providers/data/models/jiekou.json
@@ -0,0 +1,1531 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "jiekou",
+  "source": "models.dev",
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+}
diff --git a/aimux-providers/data/models/kenari.json b/aimux-providers/data/models/kenari.json
new file mode 100644
index 00000000..b3f4e1b8
--- /dev/null
+++ b/aimux-providers/data/models/kenari.json
@@ -0,0 +1,1511 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
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+}
diff --git a/aimux-providers/data/models/kilo.json b/aimux-providers/data/models/kilo.json
new file mode 100644
index 00000000..9079cb9f
--- /dev/null
+++ b/aimux-providers/data/models/kilo.json
@@ -0,0 +1,9259 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "kilo",
+  "source": "models.dev",
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diff --git a/aimux-providers/data/models/kimi.json b/aimux-providers/data/models/kimi.json
new file mode 100644
index 00000000..167896b2
--- /dev/null
+++ b/aimux-providers/data/models/kimi.json
@@ -0,0 +1,110 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "kimi",
+  "source": "models.dev",
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+}
diff --git a/aimux-providers/data/models/kuae_cloud_coding_plan.json b/aimux-providers/data/models/kuae_cloud_coding_plan.json
new file mode 100644
index 00000000..be4652cd
--- /dev/null
+++ b/aimux-providers/data/models/kuae_cloud_coding_plan.json
@@ -0,0 +1,31 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "kuae_cloud_coding_plan",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "GLM-4.7",
+      "name": "GLM-4.7",
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+      "tool_call": true,
+      "release_date": "2025-12-22",
+      "knowledge": "2025-04"
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/lilac.json b/aimux-providers/data/models/lilac.json
new file mode 100644
index 00000000..22e9c70a
--- /dev/null
+++ b/aimux-providers/data/models/lilac.json
@@ -0,0 +1,108 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "lilac",
+  "source": "models.dev",
+  "models": [
+    {
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+      "name": "Gemma 4 31B IT",
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+      "knowledge": "2025-01"
+    },
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+}
diff --git a/aimux-providers/data/models/llama.json b/aimux-providers/data/models/llama.json
new file mode 100644
index 00000000..82a40604
--- /dev/null
+++ b/aimux-providers/data/models/llama.json
@@ -0,0 +1,177 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "llama",
+  "source": "models.dev",
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+    {
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+      "name": "Cerebras-Llama-4-Maverick-17B-128E-Instruct",
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+      "release_date": "2025-04-05",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "cerebras-llama-4-scout-17b-16e-instruct",
+      "name": "Cerebras-Llama-4-Scout-17B-16E-Instruct",
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+      "knowledge": "2025-01"
+    },
+    {
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+      "name": "Groq-Llama-4-Maverick-17B-128E-Instruct",
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+      "release_date": "2025-04-05",
+      "knowledge": "2025-01"
+    },
+    {
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+    },
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+      "name": "Llama-4-Scout-17B-16E-Instruct-FP8",
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+}
diff --git a/aimux-providers/data/models/llmgateway.json b/aimux-providers/data/models/llmgateway.json
new file mode 100644
index 00000000..b9143494
--- /dev/null
+++ b/aimux-providers/data/models/llmgateway.json
@@ -0,0 +1,4642 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "llmgateway",
+  "source": "models.dev",
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+    },
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+      "knowledge": "2025-09-01"
+    },
+    {
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+      "release_date": "2024-01-01",
+      "knowledge": "2025-09-01"
+    },
+    {
+      "id": "sonar-reasoning-pro",
+      "name": "Sonar Reasoning Pro",
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+      "max_output": 4096,
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+      "tool_call": false,
+      "release_date": "2024-01-01",
+      "knowledge": "2025-09-01"
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/llmtr.json b/aimux-providers/data/models/llmtr.json
new file mode 100644
index 00000000..651964ba
--- /dev/null
+++ b/aimux-providers/data/models/llmtr.json
@@ -0,0 +1,811 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "llmtr",
+  "source": "models.dev",
+  "models": [
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+        ]
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+      "tool_call": true,
+      "release_date": "2026-04-02",
+      "knowledge": null
+    },
+    {
+      "id": "google/gemini-2.5-flash-lite",
+      "name": "Gemini 2.5 Flash-Lite",
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+          "image",
+          "audio",
+          "video",
+          "pdf"
+        ],
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+        ]
+      },
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+      "tool_call": true,
+      "release_date": "2025-06-17",
+      "knowledge": "2025-01"
+    },
+    {
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+      "name": "Magibu 11B v8",
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+        ]
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+      "tool_call": false,
+      "release_date": "2026-06-05",
+      "knowledge": null
+    },
+    {
+      "id": "medgemma-4b",
+      "name": "MedGemma 4B",
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+      "release_date": "2026-04-26",
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+    },
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+          "pdf",
+          "audio"
+        ],
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+        ]
+      },
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+      "tool_call": true,
+      "release_date": "2026-08-05",
+      "knowledge": null
+    },
+    {
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+      },
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+          "audio",
+          "video"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-22",
+      "knowledge": "2024-12"
+    },
+    {
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+      "release_date": "2026-04-22",
+      "knowledge": "2024-12"
+    },
+    {
+      "id": "mistral/voxtral-small-latest",
+      "name": "Voxtral Small (latest)",
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+      "max_output": 32000,
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+      "tool_call": true,
+      "release_date": "2025-07-15",
+      "knowledge": null
+    },
+    {
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+      },
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+        ],
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+        ]
+      },
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+}
diff --git a/aimux-providers/data/models/longcat.json b/aimux-providers/data/models/longcat.json
new file mode 100644
index 00000000..57803dda
--- /dev/null
+++ b/aimux-providers/data/models/longcat.json
@@ -0,0 +1,31 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "longcat",
+  "source": "models.dev",
+  "models": [
+    {
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+      "name": "LongCat-2.0",
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+      "release_date": "2026-06-30",
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+    }
+  ]
+}
diff --git a/aimux-providers/data/models/lucidquery.json b/aimux-providers/data/models/lucidquery.json
new file mode 100644
index 00000000..880d7b43
--- /dev/null
+++ b/aimux-providers/data/models/lucidquery.json
@@ -0,0 +1,105 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "lucidquery",
+  "source": "models.dev",
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+    {
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+      "knowledge": "2025-09-16"
+    },
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+    },
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+      "release_date": "2026-06-16",
+      "knowledge": "2026-06-05"
+    },
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+      "release_date": "2025-09-01",
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+    }
+  ]
+}
diff --git a/aimux-providers/data/models/lynkr.json b/aimux-providers/data/models/lynkr.json
new file mode 100644
index 00000000..1234fa59
--- /dev/null
+++ b/aimux-providers/data/models/lynkr.json
@@ -0,0 +1,31 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "lynkr",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "lynkr-auto",
+      "name": "Lynkr Auto (complexity routing)",
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+      "release_date": "2025-12-03",
+      "knowledge": null
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/meganova.json b/aimux-providers/data/models/meganova.json
new file mode 100644
index 00000000..5060cece
--- /dev/null
+++ b/aimux-providers/data/models/meganova.json
@@ -0,0 +1,468 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "meganova",
+  "source": "models.dev",
+  "models": [
+    {
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+    },
+    {
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+      "name": "MiniMax M2.5",
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+    },
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+      "release_date": "2025-03-24",
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+    },
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diff --git a/aimux-providers/data/models/merge_gateway.json b/aimux-providers/data/models/merge_gateway.json
new file mode 100644
index 00000000..9dda6181
--- /dev/null
+++ b/aimux-providers/data/models/merge_gateway.json
@@ -0,0 +1,4485 @@
+{
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diff --git a/aimux-providers/data/models/meta.json b/aimux-providers/data/models/meta.json
new file mode 100644
index 00000000..39fdfdf8
--- /dev/null
+++ b/aimux-providers/data/models/meta.json
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+{
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+}
diff --git a/aimux-providers/data/models/minimax.json b/aimux-providers/data/models/minimax.json
new file mode 100644
index 00000000..891a5b06
--- /dev/null
+++ b/aimux-providers/data/models/minimax.json
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+{
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+  "provider": "minimax",
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diff --git a/aimux-providers/data/models/minimax_coding_plan.json b/aimux-providers/data/models/minimax_coding_plan.json
new file mode 100644
index 00000000..69c538da
--- /dev/null
+++ b/aimux-providers/data/models/minimax_coding_plan.json
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+{
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diff --git a/aimux-providers/data/models/mixlayer.json b/aimux-providers/data/models/mixlayer.json
new file mode 100644
index 00000000..bae2f2d2
--- /dev/null
+++ b/aimux-providers/data/models/mixlayer.json
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+{
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+  "provider": "mixlayer",
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diff --git a/aimux-providers/data/models/moark.json b/aimux-providers/data/models/moark.json
new file mode 100644
index 00000000..688a7caf
--- /dev/null
+++ b/aimux-providers/data/models/moark.json
@@ -0,0 +1,55 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
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new file mode 100644
index 00000000..1a7d8e67
--- /dev/null
+++ b/aimux-providers/data/models/modal.json
@@ -0,0 +1,108 @@
+{
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diff --git a/aimux-providers/data/models/model_oracle_ai.json b/aimux-providers/data/models/model_oracle_ai.json
new file mode 100644
index 00000000..2429135d
--- /dev/null
+++ b/aimux-providers/data/models/model_oracle_ai.json
@@ -0,0 +1,389 @@
+{
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+  "provider": "model_oracle_ai",
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+      "release_date": "2026-03-17",
+      "knowledge": "2025-08-31"
+    },
+    {
+      "id": "gpt-5.5",
+      "name": "GPT-5.5",
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+        "cache_write": null
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+          "text",
+          "image",
+          "pdf"
+        ],
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+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-23",
+      "knowledge": "2025-12-01"
+    },
+    {
+      "id": "o4-mini",
+      "name": "o4-mini",
+      "context": 200000,
+      "max_output": 100000,
+      "cost": {
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+      "modalities": {
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+          "image"
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+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-04-16",
+      "knowledge": "2024-05"
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/modelscope.json b/aimux-providers/data/models/modelscope.json
new file mode 100644
index 00000000..52ed2d49
--- /dev/null
+++ b/aimux-providers/data/models/modelscope.json
@@ -0,0 +1,175 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "modelscope",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "Qwen/Qwen3-235B-A22B-Instruct-2507",
+      "name": "Qwen3 235B A22B Instruct 2507",
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+      "max_output": 131072,
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+        "cache_write": null
+      },
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+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": false,
+      "tool_call": true,
+      "release_date": "2025-04-28",
+      "knowledge": "2025-04"
+    },
+    {
+      "id": "Qwen/Qwen3-235B-A22B-Thinking-2507",
+      "name": "Qwen3-235B-A22B-Thinking-2507",
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+      "max_output": 131072,
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+        "cache_write": null
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+      "tool_call": true,
+      "release_date": "2025-07-25",
+      "knowledge": "2025-04"
+    },
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+        ]
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+      "reasoning": false,
+      "tool_call": true,
+      "release_date": "2025-07-30",
+      "knowledge": "2025-04"
+    },
+    {
+      "id": "Qwen/Qwen3-30B-A3B-Thinking-2507",
+      "name": "Qwen3 30B A3B Thinking 2507",
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+      },
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+      "tool_call": true,
+      "release_date": "2025-07-30",
+      "knowledge": "2025-04"
+    },
+    {
+      "id": "Qwen/Qwen3-Coder-30B-A3B-Instruct",
+      "name": "Qwen3 Coder 30B A3B Instruct",
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+        "cache_write": null
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+      "tool_call": true,
+      "release_date": "2025-07-31",
+      "knowledge": "2025-04"
+    },
+    {
+      "id": "ZhipuAI/GLM-4.5",
+      "name": "GLM-4.5",
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+      "max_output": 98304,
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+      },
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-07-28",
+      "knowledge": "2025-04"
+    },
+    {
+      "id": "ZhipuAI/GLM-4.6",
+      "name": "GLM-4.6",
+      "context": 202752,
+      "max_output": 98304,
+      "cost": {
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+      },
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-09-30",
+      "knowledge": "2025-07"
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/moonshotai.json b/aimux-providers/data/models/moonshotai.json
new file mode 100644
index 00000000..10394d61
--- /dev/null
+++ b/aimux-providers/data/models/moonshotai.json
@@ -0,0 +1,257 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "moonshotai",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "kimi-k2-0711-preview",
+      "name": "Kimi K2 0711",
+      "context": 131072,
+      "max_output": 16384,
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+      },
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+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": false,
+      "tool_call": true,
+      "release_date": "2025-07-14",
+      "knowledge": "2024-10"
+    },
+    {
+      "id": "kimi-k2-0905-preview",
+      "name": "Kimi K2 0905",
+      "context": 262144,
+      "max_output": 262144,
+      "cost": {
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+      },
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+        ]
+      },
+      "reasoning": false,
+      "tool_call": true,
+      "release_date": "2025-09-05",
+      "knowledge": "2024-10"
+    },
+    {
+      "id": "kimi-k2-thinking",
+      "name": "Kimi K2 Thinking",
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+      "max_output": 262144,
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+      },
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-11-06",
+      "knowledge": "2024-08"
+    },
+    {
+      "id": "kimi-k2-thinking-turbo",
+      "name": "Kimi K2 Thinking Turbo",
+      "context": 262144,
+      "max_output": 262144,
+      "cost": {
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+      "tool_call": true,
+      "release_date": "2025-11-06",
+      "knowledge": "2024-08"
+    },
+    {
+      "id": "kimi-k2-turbo-preview",
+      "name": "Kimi K2 Turbo",
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+      "max_output": 262144,
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+      },
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+        ],
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+        ]
+      },
+      "reasoning": false,
+      "tool_call": true,
+      "release_date": "2025-09-05",
+      "knowledge": "2024-10"
+    },
+    {
+      "id": "kimi-k2.5",
+      "name": "Kimi K2.5",
+      "context": 262144,
+      "max_output": 262144,
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+      },
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+          "text",
+          "image",
+          "video"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-01",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "kimi-k2.6",
+      "name": "Kimi K2.6",
+      "context": 262144,
+      "max_output": 262144,
+      "cost": {
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+          "video"
+        ],
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+        ]
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+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-21",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "kimi-k2.7-code",
+      "name": "Kimi K2.7 Code",
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+      "max_output": 262144,
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+          "image",
+          "video"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-12",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "kimi-k2.7-code-highspeed",
+      "name": "Kimi K2.7 Code HighSpeed",
+      "context": 262144,
+      "max_output": 262144,
+      "cost": {
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+        "cache_write": null
+      },
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+          "video"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-12",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "kimi-k3",
+      "name": "Kimi K3",
+      "context": 1048576,
+      "max_output": 131072,
+      "cost": {
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+        "output": 15,
+        "cache_read": 0.3,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image",
+          "video"
+        ],
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+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-07-16",
+      "knowledge": null
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/moonshotai_cn.json b/aimux-providers/data/models/moonshotai_cn.json
new file mode 100644
index 00000000..7201df07
--- /dev/null
+++ b/aimux-providers/data/models/moonshotai_cn.json
@@ -0,0 +1,257 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "moonshotai_cn",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "kimi-k2-0711-preview",
+      "name": "Kimi K2 0711",
+      "context": 131072,
+      "max_output": 16384,
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+        "cache_read": 0.15,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": false,
+      "tool_call": true,
+      "release_date": "2025-07-14",
+      "knowledge": "2024-10"
+    },
+    {
+      "id": "kimi-k2-0905-preview",
+      "name": "Kimi K2 0905",
+      "context": 262144,
+      "max_output": 262144,
+      "cost": {
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+        "output": 2.5,
+        "cache_read": 0.15,
+        "cache_write": null
+      },
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+          "text"
+        ],
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+          "text"
+        ]
+      },
+      "reasoning": false,
+      "tool_call": true,
+      "release_date": "2025-09-05",
+      "knowledge": "2024-10"
+    },
+    {
+      "id": "kimi-k2-thinking",
+      "name": "Kimi K2 Thinking",
+      "context": 262144,
+      "max_output": 262144,
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+      },
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+      "tool_call": true,
+      "release_date": "2025-11-06",
+      "knowledge": "2024-08"
+    },
+    {
+      "id": "kimi-k2-thinking-turbo",
+      "name": "Kimi K2 Thinking Turbo",
+      "context": 262144,
+      "max_output": 262144,
+      "cost": {
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+      "tool_call": true,
+      "release_date": "2025-11-06",
+      "knowledge": "2024-08"
+    },
+    {
+      "id": "kimi-k2-turbo-preview",
+      "name": "Kimi K2 Turbo",
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+      "max_output": 262144,
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+      },
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+        ],
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+        ]
+      },
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+      "tool_call": true,
+      "release_date": "2025-09-05",
+      "knowledge": "2024-10"
+    },
+    {
+      "id": "kimi-k2.5",
+      "name": "Kimi K2.5",
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+      "max_output": 262144,
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+      },
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+          "video"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-01",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "kimi-k2.6",
+      "name": "Kimi K2.6",
+      "context": 262144,
+      "max_output": 262144,
+      "cost": {
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+      },
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+          "text",
+          "image",
+          "video"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-21",
+      "knowledge": "2025-01"
+    },
+    {
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+      "name": "Kimi K2.7 Code",
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+      "max_output": 262144,
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+      },
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+          "video"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-12",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "kimi-k2.7-code-highspeed",
+      "name": "Kimi K2.7 Code HighSpeed",
+      "context": 262144,
+      "max_output": 262144,
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+      },
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+          "image",
+          "video"
+        ],
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+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-12",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "kimi-k3",
+      "name": "Kimi K3",
+      "context": 1048576,
+      "max_output": 131072,
+      "cost": {
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+        "output": 15,
+        "cache_read": 0.3,
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+      },
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+          "image",
+          "video"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-07-16",
+      "knowledge": null
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/morph.json b/aimux-providers/data/models/morph.json
new file mode 100644
index 00000000..a286d969
--- /dev/null
+++ b/aimux-providers/data/models/morph.json
@@ -0,0 +1,79 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "morph",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "auto",
+      "name": "Auto",
+      "context": 32000,
+      "max_output": 32000,
+      "cost": {
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+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
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+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": false,
+      "tool_call": false,
+      "release_date": "2024-06-01",
+      "knowledge": null
+    },
+    {
+      "id": "morph-v3-fast",
+      "name": "Morph v3 Fast",
+      "context": 16000,
+      "max_output": 16000,
+      "cost": {
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+        "output": 1.2,
+        "cache_read": null,
+        "cache_write": null
+      },
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+        ],
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+        ]
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+      "reasoning": false,
+      "tool_call": false,
+      "release_date": "2024-08-15",
+      "knowledge": null
+    },
+    {
+      "id": "morph-v3-large",
+      "name": "Morph v3 Large",
+      "context": 32000,
+      "max_output": 32000,
+      "cost": {
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+      },
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+        ]
+      },
+      "reasoning": false,
+      "tool_call": false,
+      "release_date": "2024-08-15",
+      "knowledge": null
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/nearai.json b/aimux-providers/data/models/nearai.json
new file mode 100644
index 00000000..5184cde3
--- /dev/null
+++ b/aimux-providers/data/models/nearai.json
@@ -0,0 +1,950 @@
+{
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diff --git a/aimux-providers/data/models/nebius.json b/aimux-providers/data/models/nebius.json
new file mode 100644
index 00000000..21944705
--- /dev/null
+++ b/aimux-providers/data/models/nebius.json
@@ -0,0 +1,416 @@
+{
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+  "provider": "nebius",
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+}
diff --git a/aimux-providers/data/models/neon.json b/aimux-providers/data/models/neon.json
new file mode 100644
index 00000000..a0b3a6be
--- /dev/null
+++ b/aimux-providers/data/models/neon.json
@@ -0,0 +1,1102 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "neon",
+  "source": "models.dev",
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+    }
+  ]
+}
diff --git a/aimux-providers/data/models/neuralwatt.json b/aimux-providers/data/models/neuralwatt.json
new file mode 100644
index 00000000..7e632e7b
--- /dev/null
+++ b/aimux-providers/data/models/neuralwatt.json
@@ -0,0 +1,521 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "neuralwatt",
+  "source": "models.dev",
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+    },
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+      "release_date": "2026-08-14",
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+      "release_date": "2026-07-16",
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+    },
+    {
+      "id": "kimi-k3-flex",
+      "name": "Kimi K3 Flex",
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+    },
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+      "name": "Qwen3.6 35B",
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+      "release_date": "2026-04-17",
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+    },
+    {
+      "id": "qwen3.6-35b-fast",
+      "name": "Qwen3.6 35B Fast",
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+      "release_date": "2026-04-01",
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+    }
+  ]
+}
diff --git a/aimux-providers/data/models/ofox.json b/aimux-providers/data/models/ofox.json
new file mode 100644
index 00000000..b4b1649d
--- /dev/null
+++ b/aimux-providers/data/models/ofox.json
@@ -0,0 +1,2912 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "ofox",
+  "source": "models.dev",
+  "models": [
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+          "image",
+          "pdf"
+        ],
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+        ]
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+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-09",
+      "knowledge": "2026-01-31"
+    },
+    {
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+      "tool_call": true,
+      "release_date": "2026-09-01",
+      "knowledge": "2026-06"
+    },
+    {
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+      "release_date": "2025-10-15",
+      "knowledge": "2025-02-28"
+    },
+    {
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+      "tool_call": true,
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+      "knowledge": "2025-05"
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+      "tool_call": true,
+      "release_date": "2026-02-05",
+      "knowledge": "2025-05-31"
+    },
+    {
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+      "name": "Claude Opus 4.7",
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+      "tool_call": true,
+      "release_date": "2026-04-16",
+      "knowledge": "2026-01-31"
+    },
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+      "tool_call": true,
+      "release_date": "2026-05-28",
+      "knowledge": "2026-01"
+    },
+    {
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+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-07-24",
+      "knowledge": "2026-05"
+    },
+    {
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+      "release_date": "2025-09-29",
+      "knowledge": "2025-07-31"
+    },
+    {
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+      "tool_call": true,
+      "release_date": "2026-02-17",
+      "knowledge": "2025-08-31"
+    },
+    {
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+          "pdf"
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+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-30",
+      "knowledge": "2026-01-31"
+    },
+    {
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+      "name": "Qwen Flash",
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+      "max_output": 32768,
+      "cost": {
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+        "output": 0.22,
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+      },
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+      "tool_call": true,
+      "release_date": "2025-07-28",
+      "knowledge": "2024-04"
+    },
+    {
+      "id": "bailian/qwen-max",
+      "name": "Qwen Max",
+      "context": 32768,
+      "max_output": 8192,
+      "cost": {
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+        "cache_read": 0.069,
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+      "tool_call": true,
+      "release_date": "2024-04-03",
+      "knowledge": "2024-04"
+    },
+    {
+      "id": "bailian/qwen-plus",
+      "name": "Qwen Plus",
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+      "max_output": 32768,
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+      "tool_call": true,
+      "release_date": "2024-01-25",
+      "knowledge": "2024-04"
+    },
+    {
+      "id": "bailian/qwen-turbo",
+      "name": "Qwen Turbo",
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+      "max_output": 16384,
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+      "release_date": "2024-11-01",
+      "knowledge": "2024-04"
+    },
+    {
+      "id": "bailian/qwen-vl-max",
+      "name": "Qwen-VL Max",
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+      "max_output": 8192,
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+      "tool_call": true,
+      "release_date": "2024-04-08",
+      "knowledge": "2024-04"
+    },
+    {
+      "id": "bailian/qwen3-coder-flash",
+      "name": "Qwen3 Coder Flash",
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+      "max_output": 65536,
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diff --git a/aimux-providers/data/models/ollama_cloud.json b/aimux-providers/data/models/ollama_cloud.json
new file mode 100644
index 00000000..e8726125
--- /dev/null
+++ b/aimux-providers/data/models/ollama_cloud.json
@@ -0,0 +1,547 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
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diff --git a/aimux-providers/data/models/opencode.json b/aimux-providers/data/models/opencode.json
new file mode 100644
index 00000000..39e2ba83
--- /dev/null
+++ b/aimux-providers/data/models/opencode.json
@@ -0,0 +1,2928 @@
+{
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+    },
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+    }
+  ]
+}
diff --git a/aimux-providers/data/models/orcarouter.json b/aimux-providers/data/models/orcarouter.json
new file mode 100644
index 00000000..39ad4c88
--- /dev/null
+++ b/aimux-providers/data/models/orcarouter.json
@@ -0,0 +1,3002 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "orcarouter",
+  "source": "models.dev",
+  "models": [
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+          "pdf"
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+      "release_date": "2026-06-09",
+      "knowledge": "2026-01-31"
+    },
+    {
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+      "release_date": "2025-10-15",
+      "knowledge": "2025-02-28"
+    },
+    {
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+    },
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+      "knowledge": "2026-01-31"
+    },
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diff --git a/aimux-providers/data/models/ovhcloud.json b/aimux-providers/data/models/ovhcloud.json
new file mode 100644
index 00000000..33108feb
--- /dev/null
+++ b/aimux-providers/data/models/ovhcloud.json
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diff --git a/aimux-providers/data/models/perplexity.json b/aimux-providers/data/models/perplexity.json
new file mode 100644
index 00000000..7c201831
--- /dev/null
+++ b/aimux-providers/data/models/perplexity.json
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+{
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diff --git a/aimux-providers/data/models/perplexity_agent.json b/aimux-providers/data/models/perplexity_agent.json
new file mode 100644
index 00000000..2abf248c
--- /dev/null
+++ b/aimux-providers/data/models/perplexity_agent.json
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+}
diff --git a/aimux-providers/data/models/pioneer.json b/aimux-providers/data/models/pioneer.json
new file mode 100644
index 00000000..260f8a54
--- /dev/null
+++ b/aimux-providers/data/models/pioneer.json
@@ -0,0 +1,2594 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
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+}
diff --git a/aimux-providers/data/models/poe.json b/aimux-providers/data/models/poe.json
new file mode 100644
index 00000000..ed980c38
--- /dev/null
+++ b/aimux-providers/data/models/poe.json
@@ -0,0 +1,3430 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "poe",
+  "source": "models.dev",
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new file mode 100644
index 00000000..0822f36c
--- /dev/null
+++ b/aimux-providers/data/models/poolside.json
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diff --git a/aimux-providers/data/models/ppinfra.json b/aimux-providers/data/models/ppinfra.json
new file mode 100644
index 00000000..5de25dd7
--- /dev/null
+++ b/aimux-providers/data/models/ppinfra.json
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diff --git a/aimux-providers/data/models/privatemode_ai.json b/aimux-providers/data/models/privatemode_ai.json
new file mode 100644
index 00000000..9102d102
--- /dev/null
+++ b/aimux-providers/data/models/privatemode_ai.json
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diff --git a/aimux-providers/data/models/qihang_ai.json b/aimux-providers/data/models/qihang_ai.json
new file mode 100644
index 00000000..e0db8ab0
--- /dev/null
+++ b/aimux-providers/data/models/qihang_ai.json
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diff --git a/aimux-providers/data/models/qiniu_ai.json b/aimux-providers/data/models/qiniu_ai.json
new file mode 100644
index 00000000..dd771f0d
--- /dev/null
+++ b/aimux-providers/data/models/qiniu_ai.json
@@ -0,0 +1,2277 @@
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diff --git a/aimux-providers/data/models/regolo_ai.json b/aimux-providers/data/models/regolo_ai.json
new file mode 100644
index 00000000..dcea3f62
--- /dev/null
+++ b/aimux-providers/data/models/regolo_ai.json
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diff --git a/aimux-providers/data/models/requesty.json b/aimux-providers/data/models/requesty.json
new file mode 100644
index 00000000..a35d09f2
--- /dev/null
+++ b/aimux-providers/data/models/requesty.json
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+{
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+      "release_date": "2026-08-27",
+      "knowledge": null
+    },
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+      "name": "Qwen3.8 Flash Next (EU)",
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+      "release_date": "2026-08-27",
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+      "name": "Qwen3.8 Max",
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+      "release_date": "2026-08-03",
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+      "release_date": "2026-05-27",
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+    },
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+      "tool_call": true,
+      "release_date": "2026-02-14",
+      "knowledge": null
+    },
+    {
+      "id": "seed-2.0-pro",
+      "name": "Seed 2.0 Pro",
+      "context": 256000,
+      "max_output": 256000,
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+          "video"
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+        ]
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+      "tool_call": true,
+      "release_date": "2026-02-14",
+      "knowledge": null
+    },
+    {
+      "id": "step-3.7-flash",
+      "name": "Step 3.7 Flash",
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+          "video"
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+        ]
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+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-05-29",
+      "knowledge": "2026-03-01"
+    },
+    {
+      "id": "thinkingcap-qwen3.6-27b",
+      "name": "thinkingcap-qwen3.6-27b",
+      "context": 262144,
+      "max_output": 32768,
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+      "tool_call": true,
+      "release_date": "2026-07-13",
+      "knowledge": null
+    },
+    {
+      "id": "thinkingcap-qwen3.6-27b@eu",
+      "name": "thinkingcap-qwen3.6-27b@eu",
+      "context": 262144,
+      "max_output": 32768,
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+      "tool_call": true,
+      "release_date": "2026-07-13",
+      "knowledge": null
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/routing_run.json b/aimux-providers/data/models/routing_run.json
new file mode 100644
index 00000000..505fb81d
--- /dev/null
+++ b/aimux-providers/data/models/routing_run.json
@@ -0,0 +1,387 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "routing_run",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "claude-opus-4-8",
+      "name": "Claude Opus 4.8",
+      "context": 1000000,
+      "max_output": 32000,
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+      },
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+          "image",
+          "pdf"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-05-28",
+      "knowledge": "2026-01"
+    },
+    {
+      "id": "claude-sonnet-4-6",
+      "name": "Claude Sonnet 4.6",
+      "context": 1000000,
+      "max_output": 64000,
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+      },
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+          "image",
+          "pdf"
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+        ]
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+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-02-17",
+      "knowledge": "2025-08-31"
+    },
+    {
+      "id": "deepseek-v4-flash",
+      "name": "DeepSeek V4 Flash",
+      "context": 1000000,
+      "max_output": 64000,
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+      "tool_call": true,
+      "release_date": "2026-04-24",
+      "knowledge": "2025-05"
+    },
+    {
+      "id": "deepseek-v4-pro",
+      "name": "DeepSeek V4 Pro",
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+      "max_output": 64000,
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+      "tool_call": true,
+      "release_date": "2026-04-24",
+      "knowledge": "2025-05"
+    },
+    {
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+      "release_date": "2026-06-13",
+      "knowledge": null
+    },
+    {
+      "id": "glm-5.2-nitro",
+      "name": "GLM 5.2 Nitro",
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+      "max_output": 32000,
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+      },
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+      "tool_call": true,
+      "release_date": "2026-06-13",
+      "knowledge": null
+    },
+    {
+      "id": "gpt-5.6-luna",
+      "name": "GPT-5.6 Luna",
+      "context": 1000000,
+      "max_output": 128000,
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+          "pdf"
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+        ]
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+      "tool_call": true,
+      "release_date": "2026-07-09",
+      "knowledge": "2026-02-16"
+    },
+    {
+      "id": "gpt-5.6-sol",
+      "name": "GPT-5.6 Sol",
+      "context": 1000000,
+      "max_output": 128000,
+      "cost": {
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+          "pdf"
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-07-09",
+      "knowledge": "2026-02-16"
+    },
+    {
+      "id": "gpt-5.6-terra",
+      "name": "GPT-5.6 Terra",
+      "context": 1000000,
+      "max_output": 128000,
+      "cost": {
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+          "pdf"
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+        ]
+      },
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+      "tool_call": true,
+      "release_date": "2026-07-09",
+      "knowledge": "2026-02-16"
+    },
+    {
+      "id": "kimi-k2.6",
+      "name": "Kimi K2.6",
+      "context": 200000,
+      "max_output": 32000,
+      "cost": {
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+          "video"
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-21",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "kimi-k2.6-nitro",
+      "name": "Kimi K2.6 Nitro",
+      "context": 200000,
+      "max_output": 32000,
+      "cost": {
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+      },
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+          "video"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-21",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "kimi-k2.7-code",
+      "name": "Kimi K2.7 Code",
+      "context": 200000,
+      "max_output": 32000,
+      "cost": {
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+      },
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+          "image",
+          "video"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-12",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "kimi-k2.7-code-nitro",
+      "name": "Kimi K2.7 Code Nitro",
+      "context": 200000,
+      "max_output": 32000,
+      "cost": {
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+        "output": 1.1,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
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+          "image",
+          "video"
+        ],
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+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-12",
+      "knowledge": "2025-01"
+    },
+    {
+      "id": "nemotron-3-ultra",
+      "name": "Nemotron 3 Ultra 550B A55B",
+      "context": 131072,
+      "max_output": 32000,
+      "cost": {
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+        "output": 0.1,
+        "cache_read": null,
+        "cache_write": null
+      },
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-04",
+      "knowledge": null
+    },
+    {
+      "id": "qwen3.5-9b",
+      "name": "Qwen3.5 9B",
+      "context": 262144,
+      "max_output": 32000,
+      "cost": {
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+        "output": 0.48,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
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+          "image",
+          "video"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-02-23",
+      "knowledge": null
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/sakana.json b/aimux-providers/data/models/sakana.json
new file mode 100644
index 00000000..a9e7b02d
--- /dev/null
+++ b/aimux-providers/data/models/sakana.json
@@ -0,0 +1,108 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "sakana",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "fugu",
+      "name": "Fugu",
+      "context": 1000000,
+      "max_output": 1000000,
+      "cost": {
+        "input": null,
+        "output": null,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-15",
+      "knowledge": null
+    },
+    {
+      "id": "fugu-ultra",
+      "name": "Fugu Ultra",
+      "context": 1000000,
+      "max_output": 1000000,
+      "cost": {
+        "input": 5,
+        "output": 30,
+        "cache_read": 0.5,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-15",
+      "knowledge": null
+    },
+    {
+      "id": "fugu-ultra-20260615",
+      "name": "Fugu Ultra",
+      "context": 1000000,
+      "max_output": 1000000,
+      "cost": {
+        "input": 5,
+        "output": 30,
+        "cache_read": 0.5,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-06-15",
+      "knowledge": null
+    },
+    {
+      "id": "sakana-namazu",
+      "name": "Sakana Namazu",
+      "context": 262144,
+      "max_output": 65536,
+      "cost": {
+        "input": 0.95,
+        "output": 4,
+        "cache_read": 0.15,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image",
+          "pdf"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-08-03",
+      "knowledge": null
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/sarvam.json b/aimux-providers/data/models/sarvam.json
new file mode 100644
index 00000000..74105c59
--- /dev/null
+++ b/aimux-providers/data/models/sarvam.json
@@ -0,0 +1,55 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "sarvam",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "sarvam-105b",
+      "name": "Sarvam-105B",
+      "context": 131072,
+      "max_output": 131072,
+      "cost": {
+        "input": null,
+        "output": null,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-02-18",
+      "knowledge": null
+    },
+    {
+      "id": "sarvam-30b",
+      "name": "Sarvam-30B",
+      "context": 65536,
+      "max_output": 65536,
+      "cost": {
+        "input": null,
+        "output": null,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-02-18",
+      "knowledge": null
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/scaleway.json b/aimux-providers/data/models/scaleway.json
new file mode 100644
index 00000000..d639bed2
--- /dev/null
+++ b/aimux-providers/data/models/scaleway.json
@@ -0,0 +1,374 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "scaleway",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "bge-multilingual-gemma2",
+      "name": "BGE Multilingual Gemma2",
+      "context": 8191,
+      "max_output": 3072,
+      "cost": {
+        "input": 0.1,
+        "output": 0,
+        "cache_read": null,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text"
+        ],
+        "output": [
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diff --git a/aimux-providers/data/models/scx_ai.json b/aimux-providers/data/models/scx_ai.json
new file mode 100644
index 00000000..e72d1897
--- /dev/null
+++ b/aimux-providers/data/models/scx_ai.json
@@ -0,0 +1,105 @@
+{
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diff --git a/aimux-providers/data/models/siliconflow.json b/aimux-providers/data/models/siliconflow.json
new file mode 100644
index 00000000..b5dacaf0
--- /dev/null
+++ b/aimux-providers/data/models/siliconflow.json
@@ -0,0 +1,1193 @@
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diff --git a/aimux-providers/data/models/snowflake_cortex.json b/aimux-providers/data/models/snowflake_cortex.json
new file mode 100644
index 00000000..ae618c5a
--- /dev/null
+++ b/aimux-providers/data/models/snowflake_cortex.json
@@ -0,0 +1,649 @@
+{
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diff --git a/aimux-providers/data/models/stackit.json b/aimux-providers/data/models/stackit.json
new file mode 100644
index 00000000..c79db00b
--- /dev/null
+++ b/aimux-providers/data/models/stackit.json
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+{
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diff --git a/aimux-providers/data/models/stepfun.json b/aimux-providers/data/models/stepfun.json
new file mode 100644
index 00000000..00665a52
--- /dev/null
+++ b/aimux-providers/data/models/stepfun.json
@@ -0,0 +1,225 @@
+{
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+  "provider": "stepfun",
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diff --git a/aimux-providers/data/models/subconscious.json b/aimux-providers/data/models/subconscious.json
new file mode 100644
index 00000000..152507f3
--- /dev/null
+++ b/aimux-providers/data/models/subconscious.json
@@ -0,0 +1,55 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "subconscious",
+  "source": "models.dev",
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+      "name": "GLM-5.2",
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+}
diff --git a/aimux-providers/data/models/submodel.json b/aimux-providers/data/models/submodel.json
new file mode 100644
index 00000000..5c148b0f
--- /dev/null
+++ b/aimux-providers/data/models/submodel.json
@@ -0,0 +1,223 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "submodel",
+  "source": "models.dev",
+  "models": [
+    {
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+}
diff --git a/aimux-providers/data/models/synthetic.json b/aimux-providers/data/models/synthetic.json
new file mode 100644
index 00000000..ab3eee8d
--- /dev/null
+++ b/aimux-providers/data/models/synthetic.json
@@ -0,0 +1,228 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "synthetic",
+  "source": "models.dev",
+  "models": [
+    {
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+}
diff --git a/aimux-providers/data/models/tencent_coding_plan.json b/aimux-providers/data/models/tencent_coding_plan.json
new file mode 100644
index 00000000..81823e9d
--- /dev/null
+++ b/aimux-providers/data/models/tencent_coding_plan.json
@@ -0,0 +1,201 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "tencent_coding_plan",
+  "source": "models.dev",
+  "models": [
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+      "id": "glm-5",
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+      "tool_call": true,
+      "release_date": "2026-01-27",
+      "knowledge": "2025-01"
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+    }
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+}
diff --git a/aimux-providers/data/models/tencent_token_plan.json b/aimux-providers/data/models/tencent_token_plan.json
new file mode 100644
index 00000000..06b102e1
--- /dev/null
+++ b/aimux-providers/data/models/tencent_token_plan.json
@@ -0,0 +1,55 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "tencent_token_plan",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "hy3",
+      "name": "Hy3",
+      "context": 256000,
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+      "tool_call": true,
+      "release_date": "2026-07-06",
+      "knowledge": null
+    },
+    {
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+      "name": "Hy4 preview",
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+      "tool_call": true,
+      "release_date": "2026-08-28",
+      "knowledge": null
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/tencent_tokenhub.json b/aimux-providers/data/models/tencent_tokenhub.json
new file mode 100644
index 00000000..35c210c1
--- /dev/null
+++ b/aimux-providers/data/models/tencent_tokenhub.json
@@ -0,0 +1,79 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "tencent_tokenhub",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "hy3",
+      "name": "Hy3",
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+      "release_date": "2026-07-06",
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+    },
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+      "tool_call": true,
+      "release_date": "2026-04-20",
+      "knowledge": null
+    },
+    {
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+      "tool_call": true,
+      "release_date": "2026-08-28",
+      "knowledge": null
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/the_grid_ai.json b/aimux-providers/data/models/the_grid_ai.json
new file mode 100644
index 00000000..98811192
--- /dev/null
+++ b/aimux-providers/data/models/the_grid_ai.json
@@ -0,0 +1,226 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "the_grid_ai",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "agent-max",
+      "name": "Agent Max",
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+      "max_output": 128000,
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+    },
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+}
diff --git a/aimux-providers/data/models/thinkingmachines.json b/aimux-providers/data/models/thinkingmachines.json
new file mode 100644
index 00000000..f9938b03
--- /dev/null
+++ b/aimux-providers/data/models/thinkingmachines.json
@@ -0,0 +1,57 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "thinkingmachines",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "thinkingmachines/Inkling",
+      "name": "Inkling",
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+      "tool_call": true,
+      "release_date": "2026-07-15",
+      "knowledge": null
+    },
+    {
+      "id": "thinkingmachines/Inkling:peft:262144",
+      "name": "Inkling (256K)",
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+      "release_date": "2026-07-15",
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+    }
+  ]
+}
diff --git a/aimux-providers/data/models/tinfoil.json b/aimux-providers/data/models/tinfoil.json
new file mode 100644
index 00000000..52fd6ee7
--- /dev/null
+++ b/aimux-providers/data/models/tinfoil.json
@@ -0,0 +1,205 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "tinfoil",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "deepseek-v4-flash",
+      "name": "DeepSeek V4 Flash 0731",
+      "context": 1048576,
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+      "release_date": "2026-07-31",
+      "knowledge": "2025-05"
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+      "release_date": "2026-08-26",
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+      "knowledge": "2024-06"
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+      "release_date": "2024-12-06",
+      "knowledge": "2023-12"
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+}
diff --git a/aimux-providers/data/models/togetherai.json b/aimux-providers/data/models/togetherai.json
new file mode 100644
index 00000000..9a7af949
--- /dev/null
+++ b/aimux-providers/data/models/togetherai.json
@@ -0,0 +1,932 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "togetherai",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "LiquidAI/LFM2-24B-A2B",
+      "name": "LFM2-24B-A2B",
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+      "release_date": "2026-02-25",
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+    },
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+      "name": "MiniMax-M2.5",
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diff --git a/aimux-providers/data/models/tokenflux.json b/aimux-providers/data/models/tokenflux.json
new file mode 100644
index 00000000..e7431f46
--- /dev/null
+++ b/aimux-providers/data/models/tokenflux.json
@@ -0,0 +1,4087 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
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diff --git a/aimux-providers/data/models/trustedrouter.json b/aimux-providers/data/models/trustedrouter.json
new file mode 100644
index 00000000..9017545f
--- /dev/null
+++ b/aimux-providers/data/models/trustedrouter.json
@@ -0,0 +1,189 @@
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+}
diff --git a/aimux-providers/data/models/umans_ai.json b/aimux-providers/data/models/umans_ai.json
new file mode 100644
index 00000000..ec9c0973
--- /dev/null
+++ b/aimux-providers/data/models/umans_ai.json
@@ -0,0 +1,181 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "umans_ai",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "umans-coder",
+      "name": "Umans Coder",
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+      "release_date": "2026-06-12",
+      "knowledge": "2025-01"
+    },
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+      "knowledge": "2025-05"
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+      "tool_call": true,
+      "release_date": "2026-06-12",
+      "knowledge": "2025-01"
+    },
+    {
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+      "name": "Kimi K3",
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+      "release_date": "2026-07-16",
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+    }
+  ]
+}
diff --git a/aimux-providers/data/models/unorouter.json b/aimux-providers/data/models/unorouter.json
new file mode 100644
index 00000000..927d9a79
--- /dev/null
+++ b/aimux-providers/data/models/unorouter.json
@@ -0,0 +1,586 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "unorouter",
+  "source": "models.dev",
+  "models": [
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+      "knowledge": "2025-02-28"
+    },
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+    },
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+      "name": "Step 3.7 Flash",
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+    }
+  ]
+}
diff --git a/aimux-providers/data/models/upstage.json b/aimux-providers/data/models/upstage.json
new file mode 100644
index 00000000..99694d84
--- /dev/null
+++ b/aimux-providers/data/models/upstage.json
@@ -0,0 +1,103 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "upstage",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "solar-mini",
+      "name": "solar-mini",
+      "context": 32768,
+      "max_output": 4096,
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+      "tool_call": true,
+      "release_date": "2024-06-12",
+      "knowledge": "2024-09"
+    },
+    {
+      "id": "solar-pro2",
+      "name": "solar-pro2",
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+      "max_output": 8192,
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+      "tool_call": true,
+      "release_date": "2025-05-20",
+      "knowledge": "2025-03"
+    },
+    {
+      "id": "solar-pro3",
+      "name": "solar-pro3",
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+      "max_output": 8192,
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+      "tool_call": true,
+      "release_date": "2026-01",
+      "knowledge": "2025-03"
+    },
+    {
+      "id": "solar-pro4",
+      "name": "Solar Pro 4",
+      "context": 524288,
+      "max_output": 131072,
+      "cost": {
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+      "tool_call": true,
+      "release_date": "2026-08-06",
+      "knowledge": "2026-02"
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/v0.json b/aimux-providers/data/models/v0.json
new file mode 100644
index 00000000..d3b5c881
--- /dev/null
+++ b/aimux-providers/data/models/v0.json
@@ -0,0 +1,82 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "v0",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "v0-1.0-md",
+      "name": "v0-1.0-md",
+      "context": 128000,
+      "max_output": 32000,
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+        "cache_write": null
+      },
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+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-05-22",
+      "knowledge": null
+    },
+    {
+      "id": "v0-1.5-lg",
+      "name": "v0-1.5-lg",
+      "context": 512000,
+      "max_output": 32000,
+      "cost": {
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+        "output": 75,
+        "cache_read": null,
+        "cache_write": null
+      },
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+          "image"
+        ],
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+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-06-09",
+      "knowledge": null
+    },
+    {
+      "id": "v0-1.5-md",
+      "name": "v0-1.5-md",
+      "context": 128000,
+      "max_output": 32000,
+      "cost": {
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+        "cache_write": null
+      },
+      "modalities": {
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+          "image"
+        ],
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2025-06-09",
+      "knowledge": null
+    }
+  ]
+}
diff --git a/aimux-providers/data/models/venice.json b/aimux-providers/data/models/venice.json
new file mode 100644
index 00000000..02a228a5
--- /dev/null
+++ b/aimux-providers/data/models/venice.json
@@ -0,0 +1,2555 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "venice",
+  "source": "models.dev",
+  "models": [
+    {
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-07-08",
+      "knowledge": null
+    },
+    {
+      "id": "aion-labs-aion-3-0-mini",
+      "name": "Aion 3.0 Mini",
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+      "max_output": 32768,
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+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-07-08",
+      "knowledge": null
+    },
+    {
+      "id": "claude-fable-5",
+      "name": "Claude Fable 5",
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+      "tool_call": true,
+      "release_date": "2026-06-10",
+      "knowledge": "2026-01-31"
+    },
+    {
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+      "name": "Claude Fable 5.1",
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+      "release_date": "2026-08-29",
+      "knowledge": "2026-06"
+    },
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+      "release_date": "2025-12-06",
+      "knowledge": "2025-05"
+    },
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+      "name": "Claude Opus 4.6",
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+      "release_date": "2026-02-05",
+      "knowledge": "2025-05-31"
+    },
+    {
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+      "name": "Claude Opus 4.7",
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+      "release_date": "2026-04-16",
+      "knowledge": "2026-01-31"
+    },
+    {
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+      "release_date": "2026-05-28",
+      "knowledge": "2026-01"
+    },
+    {
+      "id": "claude-opus-4-8-fast",
+      "name": "Claude Opus 4.8 Fast",
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+      "release_date": "2026-05-28",
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+    },
+    {
+      "id": "claude-opus-5",
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+      "knowledge": "2025-07-31"
+    },
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+}
diff --git a/aimux-providers/data/models/vercel.json b/aimux-providers/data/models/vercel.json
new file mode 100644
index 00000000..06852ca9
--- /dev/null
+++ b/aimux-providers/data/models/vercel.json
@@ -0,0 +1,9166 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "vercel",
+  "source": "models.dev",
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+}
diff --git a/aimux-providers/data/models/vivgrid.json b/aimux-providers/data/models/vivgrid.json
new file mode 100644
index 00000000..379ef52c
--- /dev/null
+++ b/aimux-providers/data/models/vivgrid.json
@@ -0,0 +1,571 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "vivgrid",
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+    },
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+      "release_date": "2026-07-09",
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+    },
+    {
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+      "name": "Kimi K3",
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+  ]
+}
diff --git a/aimux-providers/data/models/vultr.json b/aimux-providers/data/models/vultr.json
new file mode 100644
index 00000000..d405dbfd
--- /dev/null
+++ b/aimux-providers/data/models/vultr.json
@@ -0,0 +1,253 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "vultr",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "MiniMaxAI/MiniMax-M2.7",
+      "name": "MiniMax-M2.7",
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+}
diff --git a/aimux-providers/data/models/wandb.json b/aimux-providers/data/models/wandb.json
new file mode 100644
index 00000000..4654de36
--- /dev/null
+++ b/aimux-providers/data/models/wandb.json
@@ -0,0 +1,639 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "wandb",
+  "source": "models.dev",
+  "models": [
+    {
+      "id": "JetBrains/Mellum2-12B-A2.5B-Instruct",
+      "name": "Mellum2 12B A2.5B",
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+      "release_date": "2026-06-01",
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+    },
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+      "release_date": "2026-06-12",
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+    },
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+      "release_date": "2025-04-29",
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+    },
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+}
diff --git a/aimux-providers/data/models/xpersona.json b/aimux-providers/data/models/xpersona.json
new file mode 100644
index 00000000..c063fe02
--- /dev/null
+++ b/aimux-providers/data/models/xpersona.json
@@ -0,0 +1,332 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "xpersona",
+  "source": "models.dev",
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+    },
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+    },
+    {
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+  ]
+}
diff --git a/aimux-providers/data/models/zai.json b/aimux-providers/data/models/zai.json
new file mode 100644
index 00000000..85debe97
--- /dev/null
+++ b/aimux-providers/data/models/zai.json
@@ -0,0 +1,401 @@
+{
+  "_generated": "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json",
+  "provider": "zai",
+  "source": "models.dev",
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diff --git a/aimux-providers/data/models/zai_coding_plan.json b/aimux-providers/data/models/zai_coding_plan.json
new file mode 100644
index 00000000..3fc808b5
--- /dev/null
+++ b/aimux-providers/data/models/zai_coding_plan.json
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+{
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diff --git a/aimux-providers/data/models/zeldoc.json b/aimux-providers/data/models/zeldoc.json
new file mode 100644
index 00000000..b049dc93
--- /dev/null
+++ b/aimux-providers/data/models/zeldoc.json
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+{
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diff --git a/aimux-providers/data/models/zenmux.json b/aimux-providers/data/models/zenmux.json
new file mode 100644
index 00000000..79d38af3
--- /dev/null
+++ b/aimux-providers/data/models/zenmux.json
@@ -0,0 +1,3035 @@
+{
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+        "input": 0.726,
+        "output": 3.1946,
+        "cache_read": 0.1743,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image",
+          "video",
+          "pdf"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-04-01",
+      "knowledge": null
+    }
+  ]
+}
diff --git a/scripts/gen_models.py b/scripts/gen_models.py
new file mode 100644
index 00000000..b3697085
--- /dev/null
+++ b/scripts/gen_models.py
@@ -0,0 +1,254 @@
+#!/usr/bin/env python3
+"""Generate aimux-providers/data/models/<provider>.json — the L2 model catalogue.
+
+One file per registry provider that an upstream catalogue knows about, plus a
+`.manifest.json` recording counts and a content hash. models.dev is primary;
+anya2a fills in only the providers models.dev does not carry. Hand-written
+corrections live in `aimux-providers/data/models.overrides.json` and are
+applied after normalisation.
+
+Usage:
+    python3 scripts/gen_models.py                       # fetch upstream, write
+    python3 scripts/gen_models.py --offline \
+        --models-dev api.json --anya2a all.json         # write from snapshots
+    python3 scripts/gen_models.py --check                # verify committed files
+"""
+
+import argparse
+import hashlib
+import json
+import re
+import sys
+import urllib.request
+from datetime import datetime, timezone
+from pathlib import Path
+
+ROOT = Path(__file__).resolve().parent.parent
+REGISTRY = ROOT / "aimux-providers" / "src" / "provider_registry.json"
+CATALOGUE_RS = ROOT / "aimux-providers" / "src" / "catalogue.rs"
+DATA = ROOT / "aimux-providers" / "data"
+OUT_DIR = DATA / "models"
+OVERRIDES = DATA / "models.overrides.json"
+MANIFEST = OUT_DIR / ".manifest.json"
+
+MODELS_DEV_URL = "https://models.dev/api.json"
+ANYA2A_URL = "https://raw.githubusercontent.com/ThinkInAIXYZ/PublicProviderConf/refs/heads/dev/dist/all.json"
+
+GENERATED = "scripts/gen_models.py — do not edit; see aimux-providers/data/models.overrides.json"
+SCHEMA_VERSION = 1
+
+
+def registry_names() -> set[str]:
+    return {e["name"] for e in json.loads(REGISTRY.read_text(encoding="utf-8"))}
+
+
+def provider_aliases() -> dict[str, str]:
+    """Read PROVIDER_ALIASES straight out of catalogue.rs.
+
+    Parsing the Rust table keeps the anya2a id -> registry name mapping in one
+    place; duplicating the 38 pairs here would be a second thing to forget.
+    """
+    src = CATALOGUE_RS.read_text(encoding="utf-8")
+    table = src.split("PROVIDER_ALIASES", 1)[1]
+    table = table[table.index("[") : table.index("];")]
+    return dict(re.findall(r'\("([^"]+)",\s*"([^"]+)"\)', table))
+
+
+def normalize_provider_name(anya2a_id: str, aliases: dict[str, str]) -> str:
+    return aliases.get(anya2a_id, anya2a_id.replace("-", "_"))
+
+
+def _get(obj, *path):
+    for key in path:
+        if not isinstance(obj, dict):
+            return None
+        obj = obj.get(key)
+    return obj
+
+
+def _cost(raw):
+    c = raw.get("cost") or {}
+    return {k: c.get(k) for k in ("input", "output", "cache_read", "cache_write")}
+
+
+def from_models_dev(raw: dict) -> dict:
+    return {
+        "id": raw.get("id"),
+        "name": raw.get("name"),
+        "context": _get(raw, "limit", "context"),
+        "max_output": _get(raw, "limit", "output"),
+        "cost": _cost(raw),
+        "modalities": {
+            "input": _get(raw, "modalities", "input"),
+            "output": _get(raw, "modalities", "output"),
+        },
+        "reasoning": raw.get("reasoning"),
+        "tool_call": raw.get("tool_call"),
+        "release_date": raw.get("release_date"),
+        "knowledge": raw.get("knowledge"),
+    }
+
+
+def from_anya2a(raw: dict) -> dict:
+    m = from_models_dev(raw)
+    # anya2a widens `reasoning` into an object; everything else lines up.
+    m["reasoning"] = _get(raw, "reasoning", "supported")
+    m["name"] = raw.get("name") or raw.get("display_name")
+    return m
+
+
+def apply_overrides(provider: str, models: list[dict], overrides: dict) -> list[dict]:
+    table = overrides.get(provider)
+    if not table:
+        return models
+    out = []
+    for m in models:
+        patch = table.get(m["id"])
+        if patch is None:
+            out.append(m)
+            continue
+        if patch.get("_drop"):
+            continue
+        out.append({**m, **{k: v for k, v in patch.items() if not k.startswith("_")}})
+    return out
+
+
+def dumps(obj) -> str:
+    return json.dumps(obj, indent=2, ensure_ascii=False, sort_keys=False) + "\n"
+
+
+def provider_files() -> list[Path]:
+    """Every generated provider file, name-sorted. `.manifest.json` is not one."""
+    return sorted((p for p in OUT_DIR.glob("*.json") if not p.name.startswith(".")), key=lambda p: p.name)
+
+
+def content_hash(files: list[Path]) -> str:
+    h = hashlib.sha256()
+    for path in sorted(files, key=lambda p: p.name):
+        h.update(path.read_bytes())
+    return h.hexdigest()
+
+
+def fetch(url: str) -> dict:
+    with urllib.request.urlopen(url, timeout=60) as resp:  # noqa: S310 — https literals above
+        return json.loads(resp.read().decode("utf-8"))
+
+
+def build(models_dev: dict, anya2a: dict) -> int:
+    names = registry_names()
+    aliases = provider_aliases()
+    overrides = json.loads(OVERRIDES.read_text(encoding="utf-8")) if OVERRIDES.is_file() else {}
+
+    # Several upstream ids fold onto one registry name (alibaba-cn -> alibaba,
+    # stepfun-ai -> stepfun, ...). Merge their models by id, as
+    # catalogue.rs::parse_anya2a_all already does.
+    collected: dict[str, dict[str, dict]] = {}
+    source_of: dict[str, str] = {}
+    for pid in sorted(models_dev):
+        name = normalize_provider_name(pid, aliases)
+        if name not in names:
+            continue
+        source_of[name] = "models.dev"
+        bucket = collected.setdefault(name, {})
+        for raw in (models_dev[pid].get("models") or {}).values():
+            model = from_models_dev(raw)
+            bucket[model["id"]] = model
+    for pid in sorted(anya2a.get("providers") or {}):
+        name = normalize_provider_name(pid, aliases)
+        if name not in names or name in source_of:
+            continue
+        source_of[name] = "anya2a"
+        bucket = collected.setdefault(name, {})
+        for raw in (anya2a["providers"][pid].get("models") or []):
+            model = from_anya2a(raw)
+            bucket[model["id"]] = model
+
+    OUT_DIR.mkdir(parents=True, exist_ok=True)
+    for stale in provider_files():
+        stale.unlink()
+
+    total_models = 0
+    for name, bucket in sorted(collected.items()):
+        models = apply_overrides(name, list(bucket.values()), overrides)
+        models.sort(key=lambda m: m["id"] or "")
+        total_models += len(models)
+        (OUT_DIR / f"{name}.json").write_text(
+            dumps(
+                {
+                    "_generated": GENERATED,
+                    "provider": name,
+                    "source": source_of[name],
+                    "models": models,
+                }
+            ),
+            encoding="utf-8",
+        )
+
+    files = provider_files()
+    MANIFEST.write_text(
+        dumps(
+            {
+                "schema_version": SCHEMA_VERSION,
+                "generated_at": datetime.now(timezone.utc).strftime("%Y-%m-%dT%H:%M:%SZ"),
+                "sources": {"models.dev": MODELS_DEV_URL, "anya2a": ANYA2A_URL},
+                "providers": len(files),
+                "models": total_models,
+                "hash": content_hash(files),
+            }
+        ),
+        encoding="utf-8",
+    )
+    print(f"wrote {len(files)} providers / {total_models} models -> {OUT_DIR.relative_to(ROOT)}")
+    return 0
+
+
+def check() -> int:
+    if not MANIFEST.is_file():
+        print(f"missing {MANIFEST.relative_to(ROOT)} — run scripts/gen_models.py", file=sys.stderr)
+        return 1
+    manifest = json.loads(MANIFEST.read_text(encoding="utf-8"))
+    names = registry_names()
+    files = provider_files()
+    problems = []
+    for path in files:
+        doc = json.loads(path.read_text(encoding="utf-8"))
+        if doc.get("_generated") != GENERATED:
+            problems.append(f"{path.name}: missing or stale `_generated` header")
+        if doc.get("provider") not in names:
+            problems.append(f"{path.name}: provider {doc.get('provider')!r} is not in provider_registry.json")
+    if manifest.get("providers") != len(files):
+        problems.append(f"manifest says {manifest.get('providers')} providers, found {len(files)}")
+    digest = content_hash(files)
+    if digest != manifest.get("hash"):
+        problems.append(f"content hash mismatch: files {digest}, manifest {manifest.get('hash')}")
+    if problems:
+        for p in problems:
+            print(f"STALE: {p}", file=sys.stderr)
+        print("model data is out of sync — run scripts/gen_models.py and commit the result", file=sys.stderr)
+        return 1
+    print(f"{len(files)} provider files up to date ({manifest.get('models')} models)")
+    return 0
+
+
+def main() -> int:
+    ap = argparse.ArgumentParser(description=__doc__.splitlines()[0])
+    ap.add_argument("--check", action="store_true", help="verify the committed files (no network)")
+    ap.add_argument("--offline", action="store_true", help="read snapshots instead of fetching")
+    ap.add_argument("--models-dev", type=Path, help="path to a models.dev api.json snapshot")
+    ap.add_argument("--anya2a", type=Path, help="path to an anya2a all.json snapshot")
+    args = ap.parse_args()
+
+    if args.check:
+        return check()
+    if args.offline:
+        if not (args.models_dev and args.anya2a):
+            ap.error("--offline requires --models-dev and --anya2a")
+        return build(
+            json.loads(args.models_dev.read_text(encoding="utf-8")),
+            json.loads(args.anya2a.read_text(encoding="utf-8")),
+        )
+    return build(fetch(MODELS_DEV_URL), fetch(ANYA2A_URL))
+
+
+if __name__ == "__main__":
+    sys.exit(main())

From 28b54215c7ae4297ac4b382c9c088a2339fa2508 Mon Sep 17 00:00:00 2001
From: Card Cunningham <cclovedoudou@gmail.com>
Date: Fri, 4 Sep 2026 21:06:20 +0800
Subject: [PATCH 09/13] feat(scripts): add sync_registry.py and
 probe_registry.py, drop two ad-hoc scanners
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Two maintenance jobs the registry needs on a cadence, neither of which may
edit the JSON — a human decides what to take from upstream.

sync_registry.py --report diffs the registry against models.dev, anya2a and
(with --litellm) litellm's api_base constants, printing three Markdown
tables: ids missing from the registry, base_url disagreements, env_var
disagreements. A row with a `note` is a deliberate deviation and is exempt
from the last two. On the snapshots: 150 missing rows / 84 base_url / 19
env_var disagreements.

probe_registry.py does an unauthenticated GET {base_url}/models over a thread
pool and reports only what fails: 5xx as server-error, DNS/connect/timeout as
dead, anything that answers (401/403/404 included) as alive, templated URLs
skipped.

extract_litellm_bases.py and scan_litellm_urls.py are deleted — sync_registry
does the same api_base scan behind --litellm, with the result cross-checked
against the registry instead of dumped as raw JSON.
---
 scripts/extract_litellm_bases.py | 121 ------------------------
 scripts/probe_registry.py        |  98 ++++++++++++++++++++
 scripts/scan_litellm_urls.py     |  53 -----------
 scripts/sync_registry.py         | 154 +++++++++++++++++++++++++++++++
 4 files changed, 252 insertions(+), 174 deletions(-)
 delete mode 100644 scripts/extract_litellm_bases.py
 create mode 100644 scripts/probe_registry.py
 delete mode 100644 scripts/scan_litellm_urls.py
 create mode 100644 scripts/sync_registry.py

diff --git a/scripts/extract_litellm_bases.py b/scripts/extract_litellm_bases.py
deleted file mode 100644
index 63937827..00000000
--- a/scripts/extract_litellm_bases.py
+++ /dev/null
@@ -1,121 +0,0 @@
-#!/usr/bin/env python3
-"""Extract OpenAI-compatible provider base URLs from litellm source.
-
-Scans litellm/litellm/llms/*/chat/transformation.py for api_base
-definitions, and categorizes providers as OpenAI-compatible thin wrappers
-vs. native-protocol providers.
-
-Usage:
-    uv run python scripts/extract_litellm_bases.py
-"""
-
-import re
-import json
-from pathlib import Path
-
-LITELLM_LLM = Path(__file__).resolve().parent.parent / "reference" / "litellm" / "litellm" / "llms"
-
-# Providers we already have implemented in aimux
-ALREADY_DONE = {
-    "openai", "anthropic", "anthropic_aws", "azure", "bedrock", "google", "vertex",
-    "mistral", "cohere", "xai", "deepseek", "groq", "fireworks_ai", "together_ai",
-    "perplexity", "moonshot_ai", "cerebras", "alibaba", "baseten", "bytedance",
-    "deepinfra", "huggingface", "vercel", "openrouter", "copilot", "llamafile",
-    "mistralrs", "doubleword", "voyage", "cartesia", "elevenlabs", "hume", "lmnt",
-    "assemblyai", "deepgram", "fal_ai", "gladia", "revai", "black_forest_labs",
-    "luma", "prodia", "replicate", "klingai", "open_responses",
-    "ollama", "zai", "github", "siliconflow", "lmstudio", "sambanova",
-}
-
-# litellm provider name -> (base_url, env_var, is_openai_compatible)
-# We extract from transformation.py files
-def extract_from_transformation(filepath: Path) -> dict | None:
-    """Extract api_base and env var from a transformation.py file."""
-    try:
-        content = filepath.read_text(encoding="utf-8", errors="ignore")
-    except Exception:
-        return None
-
-    # Look for api_base patterns
-    base_url = None
-    # Pattern 1: self.api_base = "https://..."
-    # Pattern 2: DEFAULT_API_BASE = "https://..."
-    # Pattern 3: api_base = "https://..."
-    for pattern in [
-        r'(?:DEFAULT_API_BASE|api_base)\s*[:=]\s*["\']f?(https?://[^"\']+)["\']',
-        r'self\.api_base\s*=\s*["\']f?(https?://[^"\']+)["\']',
-        r'api_base\s*=\s*["\']f?(https?://[^"\']+)["\']',
-    ]:
-        m = re.search(pattern, content)
-        if m:
-            base_url = m.group(1)
-            break
-
-    # Look for env var pattern
-    env_var = None
-    for pattern in [
-        r'os\.getenv\(["\'](\w+_(?:API_KEY|TOKEN|KEY))["\']',
-        r'os\.environ\.get\(["\'](\w+_(?:API_KEY|TOKEN|KEY))["\']',
-        r'ENV_VAR\s*=\s*["\'](\w+_(?:API_KEY|TOKEN|KEY))["\']',
-    ]:
-        m = re.search(pattern, content)
-        if m:
-            env_var = m.group(1)
-            break
-
-    # Check if it's OpenAI-compatible (extends OpenAIConfig or similar)
-    is_openai_compat = bool(
-        re.search(r'OpenAIConfig|BaseConfig.*openai|openai.*compatible', content, re.IGNORECASE)
-    ) or bool(
-        re.search(r'class \w+Config\(.*BaseConfig\)', content)
-    )
-
-    return {
-        "base_url": base_url,
-        "env_var": env_var,
-        "is_openai_compat": is_openai_compat,
-    }
-
-
-def main():
-    providers = {}
-
-    for provider_dir in sorted(LITELLM_LLM.iterdir()):
-        if not provider_dir.is_dir():
-            continue
-        provider_name = provider_dir.name
-
-        # Skip already done
-        if provider_name in ALREADY_DONE:
-            continue
-
-        # Skip deprecated
-        if provider_name in ("deprecated_providers", "base_llm", "aiohttp_openai",
-                             "custom_httpx", "a2a", "empower"):
-            continue
-
-        # Look for chat/transformation.py
-        trans_file = provider_dir / "chat" / "transformation.py"
-        if not trans_file.exists():
-            # Try chat/*.py
-            chat_dir = provider_dir / "chat"
-            if chat_dir.exists():
-                py_files = list(chat_dir.glob("*.py"))
-                if py_files:
-                    trans_file = py_files[0]
-                else:
-                    continue
-            else:
-                continue
-
-        info = extract_from_transformation(trans_file)
-        if info and info["base_url"]:
-            providers[provider_name] = info
-
-    # Output as JSON
-    print(json.dumps(providers, indent=2, ensure_ascii=False))
-    print(f"\nTotal: {len(providers)} providers with base_url found", flush=True)
-
-
-if __name__ == "__main__":
-    main()
diff --git a/scripts/probe_registry.py b/scripts/probe_registry.py
new file mode 100644
index 00000000..2edcf6d4
--- /dev/null
+++ b/scripts/probe_registry.py
@@ -0,0 +1,98 @@
+#!/usr/bin/env python3
+"""Probe every registry base_url for reachability (unauthenticated).
+
+Sends `GET {base_url}/models` with no credentials and classifies the outcome:
+alive (any HTTP status came back — 401/403/404 all prove a server is there),
+server-error (5xx), dead (DNS failure, refused connection, timeout), skipped
+(a templated base_url the caller has to fill in). Prints the dead and
+server-error rows as Markdown; a clean run prints nothing but the summary.
+
+Read-only: it never touches provider_registry.json. A dead row is a prompt for
+a human to check the vendor, not a licence to delete the row.
+
+Usage:
+    python3 scripts/probe_registry.py
+    python3 scripts/probe_registry.py --only groq,deepseek --json
+"""
+
+import argparse
+import json
+import socket
+import sys
+import urllib.error
+import urllib.request
+from concurrent.futures import ThreadPoolExecutor
+from pathlib import Path
+
+ROOT = Path(__file__).resolve().parent.parent
+REGISTRY = ROOT / "aimux-providers" / "src" / "provider_registry.json"
+
+
+def probe(entry, timeout):
+    """Return (name, verdict, detail)."""
+    name, base = entry["name"], entry["base_url"]
+    # Same placeholder forms provider.rs::base_url_has_placeholder rejects.
+    if "{" in base or "<" in base:
+        return name, "skipped", "templated base_url"
+    url = base.rstrip("/") + "/models"
+    req = urllib.request.Request(url, method="GET", headers={"User-Agent": "aimux-probe"})
+    try:
+        with urllib.request.urlopen(req, timeout=timeout) as resp:  # noqa: S310 — registry URLs
+            return name, "alive", f"HTTP {resp.status}"
+    except urllib.error.HTTPError as e:
+        # A status is a status: the host answered, so the base URL resolves.
+        return name, ("server-error" if e.code >= 500 else "alive"), f"HTTP {e.code}"
+    except (urllib.error.URLError, socket.timeout, OSError) as e:
+        reason = getattr(e, "reason", e)
+        return name, "dead", f"{type(reason).__name__ if isinstance(reason, Exception) else 'error'}: {reason}"
+
+
+def main() -> int:
+    ap = argparse.ArgumentParser(description=__doc__.splitlines()[0])
+    ap.add_argument("--timeout", type=float, default=8, help="per-request timeout in seconds (default 8)")
+    ap.add_argument("--concurrency", type=int, default=16, help="parallel requests (default 16)")
+    ap.add_argument("--only", help="comma-separated provider names to probe instead of all")
+    ap.add_argument("--json", action="store_true", help="also print a JSON summary")
+    args = ap.parse_args()
+
+    entries = json.loads(REGISTRY.read_text(encoding="utf-8"))
+    if args.only:
+        wanted = {n.strip() for n in args.only.split(",") if n.strip()}
+        entries = [e for e in entries if e["name"] in wanted]
+        unknown = wanted - {e["name"] for e in entries}
+        if unknown:
+            # Native-protocol providers (openai, anthropic, ...) are not registry
+            # rows, so a name can be real and still not be probeable here.
+            print(f"not registry rows, skipped: {', '.join(sorted(unknown))}", file=sys.stderr)
+        if not entries:
+            print("--only matched no registry rows", file=sys.stderr)
+            return 1
+
+    with ThreadPoolExecutor(max_workers=max(1, args.concurrency)) as pool:
+        results = sorted(pool.map(lambda e: probe(e, args.timeout), entries))
+
+    counts = {}
+    for _, verdict, _ in results:
+        counts[verdict] = counts.get(verdict, 0) + 1
+    bad = [r for r in results if r[1] in ("dead", "server-error")]
+
+    print(f"## Unreachable registry base URLs — {len(bad)} of {len(results)} probed")
+    print()
+    if bad:
+        print("| name | verdict | detail |")
+        print("|---|---|---|")
+        for name, verdict, detail in bad:
+            print(f"| `{name}` | {verdict} | {detail} |")
+    else:
+        print("_none._")
+    print()
+    print("_" + ", ".join(f"{k}: {v}" for k, v in sorted(counts.items())) + "._")
+
+    if args.json:
+        print()
+        print(json.dumps({"counts": counts, "results": [dict(zip(("name", "verdict", "detail"), r)) for r in results]}, indent=2))
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/scripts/scan_litellm_urls.py b/scripts/scan_litellm_urls.py
deleted file mode 100644
index d5f65253..00000000
--- a/scripts/scan_litellm_urls.py
+++ /dev/null
@@ -1,53 +0,0 @@
-#!/usr/bin/env python3
-"""Scan litellm constants.py and all transformation files for provider base URLs."""
-
-import re, json
-from pathlib import Path
-
-LITELLM = Path(__file__).resolve().parent.parent / "reference" / "litellm" / "litellm"
-
-results = {}
-
-# 1. Scan constants.py
-constants = (LITELLM / "constants.py").read_text(encoding="utf-8", errors="ignore")
-# Find patterns like: "provider": "https://..."
-for m in re.finditer(r'"(\w+)":\s*"(https://[^"]+)"', constants):
-    name, url = m.group(1), m.group(2)
-    if name not in results and "api" in url.lower():
-        results[name] = {"base_url": url, "source": "constants.py"}
-
-# 2. Scan all transformation.py files
-llms_dir = LITELLM / "llms"
-for provider_dir in sorted(llms_dir.iterdir()):
-    if not provider_dir.is_dir():
-        continue
-    name = provider_dir.name
-    for py_file in provider_dir.rglob("*.py"):
-        try:
-            content = py_file.read_text(encoding="utf-8", errors="ignore")
-        except:
-            continue
-        # Look for string assignments with https URLs
-        for m in re.finditer(r'(?:api_base|DEFAULT_API_BASE|base_url|API_BASE)\s*[:=]\s*["\']f?(https?://[^"\']+)["\']', content):
-            url = m.group(1)
-            if name not in results:
-                results[name] = {"base_url": url, "source": str(py_file.relative_to(LITELLM))}
-            break
-        # Also look for inline https URLs in get_api_base methods
-        for m in re.finditer(r'return\s+["\']f?(https?://[^"\']+)["\']', content):
-            url = m.group(1)
-            if name not in results and "api" in url.lower():
-                results[name] = {"base_url": url, "source": str(py_file.relative_to(LITELLM))}
-            break
-
-# 3. Scan __init__.py for provider configurations
-init_file = LITELLM / "__init__.py"
-init_content = init_file.read_text(encoding="utf-8", errors="ignore")
-# Look for provider -> api_base mappings
-for m in re.finditer(r'"(\w+)":\s*"(https://[^"]+)"', init_content):
-    name, url = m.group(1), m.group(2)
-    if name not in results and "api" in url.lower():
-        results[name] = {"base_url": url, "source": "__init__.py"}
-
-print(json.dumps(results, indent=2, ensure_ascii=False))
-print(f"\nTotal: {len(results)}", flush=True)
diff --git a/scripts/sync_registry.py b/scripts/sync_registry.py
new file mode 100644
index 00000000..5a8dbb49
--- /dev/null
+++ b/scripts/sync_registry.py
@@ -0,0 +1,154 @@
+#!/usr/bin/env python3
+"""Compare provider_registry.json (L1) against upstream catalogues.
+
+Reports, as Markdown on stdout: providers upstream but missing from the
+registry, and base_url / env_var disagreements for the names we share. It never
+edits the registry — a human decides what to take. Rows carrying a `note` are
+deliberate deviations and are skipped in the disagreement tables.
+
+With --litellm, litellm's own `api_base` constants are scanned as a third
+source (absorbs the retired extract_litellm_bases.py / scan_litellm_urls.py).
+
+Usage:
+    python3 scripts/sync_registry.py --report
+    python3 scripts/sync_registry.py --report --offline \
+        --models-dev api.json --anya2a all.json
+    python3 scripts/sync_registry.py --report --litellm reference/litellm
+"""
+
+import argparse
+import json
+import re
+import sys
+import urllib.request
+from pathlib import Path
+
+ROOT = Path(__file__).resolve().parent.parent
+REGISTRY = ROOT / "aimux-providers" / "src" / "provider_registry.json"
+CATALOGUE_RS = ROOT / "aimux-providers" / "src" / "catalogue.rs"
+
+MODELS_DEV_URL = "https://models.dev/api.json"
+ANYA2A_URL = "https://raw.githubusercontent.com/ThinkInAIXYZ/PublicProviderConf/refs/heads/dev/dist/all.json"
+
+# api_base / env-var literals, in the order extract_litellm_bases.py tried them.
+LITELLM_BASE_RE = re.compile(
+    r'(?:DEFAULT_API_BASE|api_base)\s*[:=]\s*["\']f?(https?://[^"\']+)["\']'
+)
+LITELLM_ENV_RE = re.compile(
+    r'(?:os\.getenv|os\.environ\.get)\(["\'](\w+_(?:API_KEY|TOKEN|KEY))["\']'
+)
+
+
+def fetch(url):
+    with urllib.request.urlopen(url, timeout=60) as resp:  # noqa: S310 — https literals above
+        return json.loads(resp.read().decode("utf-8"))
+
+
+def provider_aliases():
+    """anya2a id -> registry name, read from catalogue.rs's PROVIDER_ALIASES."""
+    src = CATALOGUE_RS.read_text(encoding="utf-8")
+    table = src.split("PROVIDER_ALIASES", 1)[1]
+    table = table[table.index("[") : table.index("];")]
+    return dict(re.findall(r'\("([^"]+)",\s*"([^"]+)"\)', table))
+
+
+def upstream_entries(models_dev, anya2a, litellm_dir):
+    """registry name -> [(source, upstream id, base_url, [env, ...]), ...].
+
+    Upstream ids are hyphenated where the registry is snake_case, and a few
+    fold onto one registry name, so every id goes through the same
+    normalize_provider_name the Rust catalogue uses.
+    """
+    aliases = provider_aliases()
+    out = {}
+
+    def add(pid, source, base_url, envs):
+        name = aliases.get(pid, pid.replace("-", "_"))
+        out.setdefault(name, []).append((source, pid, base_url, envs))
+
+    for pid, p in sorted(models_dev.items()):
+        add(pid, "models.dev", p.get("api"), p.get("env") or [])
+    for pid, p in sorted((anya2a.get("providers") or {}).items()):
+        add(pid, "anya2a", p.get("api"), [])
+    if litellm_dir:
+        for path in sorted(Path(litellm_dir).glob("litellm/llms/*/chat/transformation.py")):
+            text = path.read_text(encoding="utf-8", errors="ignore")
+            base = LITELLM_BASE_RE.search(text)
+            env = LITELLM_ENV_RE.search(text)
+            if base:
+                add(path.parents[1].name, "litellm", base.group(1), [env.group(1)] if env else [])
+    return out
+
+
+def norm_url(url):
+    return (url or "").rstrip("/").lower()
+
+
+def table(header, rows):
+    if not rows:
+        return [f"_none._", ""]
+    out = ["| " + " | ".join(header) + " |", "|" + "|".join("---" for _ in header) + "|"]
+    out += ["| " + " | ".join(r) + " |" for r in rows]
+    out.append("")
+    return out
+
+
+def report(models_dev, anya2a, litellm_dir):
+    registry = {e["name"]: e for e in json.loads(REGISTRY.read_text(encoding="utf-8"))}
+    upstream = upstream_entries(models_dev, anya2a, litellm_dir)
+
+    missing, base_diff, env_diff = [], [], []
+    for name in sorted(upstream):
+        entry = registry.get(name)
+        if entry is None:
+            for source, pid, base, envs in upstream[name]:
+                missing.append(
+                    [f"`{pid}`", source, f"`{base or '—'}`", ", ".join(f"`{e}`" for e in envs) or "—"]
+                )
+            continue
+        if entry.get("note"):
+            continue
+        for source, pid, base, envs in upstream[name]:
+            if base and norm_url(base) != norm_url(entry["base_url"]):
+                base_diff.append([f"`{name}`", f"`{entry['base_url']}`", f"{source} (`{pid}`)", f"`{base}`"])
+            if envs and entry["env_var"] not in envs:
+                env_diff.append(
+                    [f"`{name}`", f"`{entry['env_var']}`", f"{source} (`{pid}`)", ", ".join(f"`{e}`" for e in envs)]
+                )
+
+    lines = [f"## Missing from the registry — {len(missing)}", ""]
+    lines += table(["upstream id", "source", "base_url", "env"], missing)
+    lines += [f"## base_url disagreements — {len(base_diff)}", ""]
+    lines += table(["name", "registry", "source", "upstream"], base_diff)
+    lines += [f"## env_var disagreements — {len(env_diff)}", ""]
+    lines += table(["name", "registry", "source", "upstream"], env_diff)
+    lines += [
+        f"_{len(registry)} registry rows; "
+        f"{sum(1 for e in registry.values() if e.get('note'))} carry a `note` and are exempt "
+        "from the disagreement tables._"
+    ]
+    print("\n".join(lines))
+
+
+def main() -> int:
+    ap = argparse.ArgumentParser(description=__doc__.splitlines()[0])
+    ap.add_argument("--report", action="store_true", required=True, help="print the Markdown report")
+    ap.add_argument("--offline", action="store_true", help="read snapshots instead of fetching")
+    ap.add_argument("--models-dev", type=Path, help="path to a models.dev api.json snapshot")
+    ap.add_argument("--anya2a", type=Path, help="path to an anya2a all.json snapshot")
+    ap.add_argument("--litellm", type=Path, help="path to a litellm checkout (adds a third source)")
+    args = ap.parse_args()
+
+    if args.offline:
+        if not (args.models_dev and args.anya2a):
+            ap.error("--offline requires --models-dev and --anya2a")
+        models_dev = json.loads(args.models_dev.read_text(encoding="utf-8"))
+        anya2a = json.loads(args.anya2a.read_text(encoding="utf-8"))
+    else:
+        models_dev, anya2a = fetch(MODELS_DEV_URL), fetch(ANYA2A_URL)
+    report(models_dev, anya2a, args.litellm)
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())

From ac16721c2c884333a97e3074cce561816bbe2219 Mon Sep 17 00:00:00 2001
From: Card Cunningham <cclovedoudou@gmail.com>
Date: Fri, 4 Sep 2026 21:07:15 +0800
Subject: [PATCH 10/13] ci: gate the two new generators and schedule the
 maintenance jobs

The generator rule (do-not-edit header + a CI --check) now covers all three
provider generators: gen_providers_doc.py --check and gen_models.py --check
join gen_provider_names.py --check in the contract-tests job and in
scripts/local-ci.sh, so a stale providers.md or model manifest fails the PR
rather than rotting.

registry-maintenance.yml runs the jobs that need a clock rather than a PR:
weekly upstream diff and monthly reachability probe comment on #170, weekly
gen_models.py opens or updates bot/refresh-model-data. It never writes to
provider_registry.json.
---
 .github/workflows/ci.yml                   |  4 ++
 .github/workflows/registry-maintenance.yml | 71 ++++++++++++++++++++++
 scripts/local-ci.sh                        |  2 +
 3 files changed, 77 insertions(+)
 create mode 100644 .github/workflows/registry-maintenance.yml

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 36918030..2c76743e 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -398,6 +398,10 @@ jobs:
       - uses: actions/checkout@v4
       - name: ProviderName generator drift (checked-in files must match generator output)
         run: python3 scripts/gen_provider_names.py --check
+      - name: Provider doc drift (docs/api/providers.md must match generator output)
+        run: python3 scripts/gen_providers_doc.py --check
+      - name: Model data drift (aimux-providers/data must match its manifest)
+        run: python3 scripts/gen_models.py --check
       - uses: dtolnay/rust-toolchain@stable
       - uses: Swatinem/rust-cache@v2
       - uses: actions/setup-node@v4
diff --git a/.github/workflows/registry-maintenance.yml b/.github/workflows/registry-maintenance.yml
new file mode 100644
index 00000000..75b6bdd8
--- /dev/null
+++ b/.github/workflows/registry-maintenance.yml
@@ -0,0 +1,71 @@
+# Provider data maintenance (RFC-0033 §4.1). Nothing here edits
+# provider_registry.json — the reports land on issue #170 for a human, and the
+# generated L2 data lands on a PR.
+name: Registry maintenance
+
+on:
+  schedule:
+    - cron: "17 5 * * 1" # Mondays — upstream registry diff
+    - cron: "17 6 * * 1" # Mondays — refresh the generated model data
+    - cron: "17 7 1 * *" # 1st of the month — reachability probe
+  workflow_dispatch:
+
+permissions:
+  contents: write
+  issues: write
+  pull-requests: write
+
+env:
+  GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+jobs:
+  sync-report:
+    name: Upstream registry diff
+    if: github.event_name == 'workflow_dispatch' || github.event.schedule == '17 5 * * 1'
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - run: |
+          {
+            echo "### Upstream registry diff — $(date -u +%Y-%m-%d)"
+            echo
+            python3 scripts/sync_registry.py --report
+          } > sync-report.md
+      - run: gh issue comment 170 --body-file sync-report.md
+
+  refresh-models:
+    name: Refresh model data
+    if: github.event_name == 'workflow_dispatch' || github.event.schedule == '17 6 * * 1'
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - run: python3 scripts/gen_models.py
+      - name: Commit and open/update the PR
+        run: |
+          if git diff --quiet aimux-providers/data; then
+            echo "model data unchanged"; exit 0
+          fi
+          git config user.name "github-actions[bot]"
+          git config user.email "41898282+github-actions[bot]@users.noreply.github.com"
+          git checkout -B bot/refresh-model-data
+          git add aimux-providers/data
+          git commit -m "chore(data): refresh the generated model catalogue"
+          git push --force origin bot/refresh-model-data
+          gh pr create --base master --head bot/refresh-model-data \
+            --title "chore(data): refresh the generated model catalogue" \
+            --body "Automated \`scripts/gen_models.py\` run. Review the manifest counts, then merge." \
+            || gh pr edit bot/refresh-model-data --body "Automated \`scripts/gen_models.py\` run, refreshed $(date -u +%Y-%m-%d)."
+
+  probe:
+    name: Reachability probe
+    if: github.event_name == 'workflow_dispatch' || github.event.schedule == '17 7 1 * *'
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - run: |
+          {
+            echo "### Registry reachability probe — $(date -u +%Y-%m-%d)"
+            echo
+            python3 scripts/probe_registry.py --timeout 8 --concurrency 16
+          } > probe-report.md
+      - run: gh issue comment 170 --body-file probe-report.md
diff --git a/scripts/local-ci.sh b/scripts/local-ci.sh
index 11bc206c..96d623e4 100755
--- a/scripts/local-ci.sh
+++ b/scripts/local-ci.sh
@@ -74,6 +74,8 @@ fi
 if want contract; then
   section "contract: ProviderName drift + Rust/Node contract tests"
   if python3 scripts/gen_provider_names.py --check \
+     && python3 scripts/gen_providers_doc.py --check \
+     && python3 scripts/gen_models.py --check \
      && cargo test --test contract_test -p aimux-core --quiet \
      && node --experimental-strip-types contract-tests/run-node.ts | grep -q '0 failed'; then
     pass "contract"

From 28cfd43a63af8e0509b8215ca1d0192d11d229b7 Mon Sep 17 00:00:00 2001
From: Card Cunningham <cclovedoudou@gmail.com>
Date: Fri, 4 Sep 2026 21:08:34 +0800
Subject: [PATCH 11/13] docs: document the four-layer provider model and the
 new generators
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

docs/contributing/adding-a-provider.md states the layer table (L0 protocol /
L1 identity / L2 model data / L3 derived artifacts, each with its owner and
its gate), the generator rule, the tier definitions, and one checklist per
case: OpenAI-compatible vendor, new wire protocol, single-modality vendor
(RFC-0033 §8.2 executor pattern rather than another hand-written polling
loop). Linked from README's docs table; reference.md's Providers section now
names gen_providers_doc.py --check and gen_models.py.
---
 README.md                              |  1 +
 docs/api/reference.md                  | 13 ++++-
 docs/contributing/adding-a-provider.md | 74 ++++++++++++++++++++++++++
 3 files changed, 86 insertions(+), 2 deletions(-)
 create mode 100644 docs/contributing/adding-a-provider.md

diff --git a/README.md b/README.md
index 4bd7f3e4..2b6cfbea 100644
--- a/README.md
+++ b/README.md
@@ -340,6 +340,7 @@ Tests run on cassette playback — no network and no keys. See
 | [docs/api/reference.md](docs/api/reference.md) | **API reference** — public types & functions lookup |
 | [docs/api/providers.md](docs/api/providers.md) | **Provider list** — all 325 providers with entry points (generated) |
 | [docs/api/](docs/api/) | **Per-language API guides** — Node.js, Python, Rust, Go, C/C++, Swift, Kotlin, Flutter |
+| [docs/contributing/adding-a-provider.md](docs/contributing/adding-a-provider.md) | **Adding a provider** — the four-layer model and a checklist per case |
 | [docs/error-model.md](docs/error-model.md) | **错误模型** — 跨语言错误形态与兼容性约定 |
 | [docs/PROJECT-OVERVIEW.md](docs/PROJECT-OVERVIEW.md) | Project overview, design decisions, benchmarks |
 | [docs/PERF-RESULTS.md](docs/PERF-RESULTS.md) | Performance benchmark results |
diff --git a/docs/api/reference.md b/docs/api/reference.md
index a3422512..cf086640 100644
--- a/docs/api/reference.md
+++ b/docs/api/reference.md
@@ -17,6 +17,7 @@
 | `AbortSignal` | [shared.rs](../../aimux-core/src/shared.rs) | — (runtime handle) | Rust: options field; Node: `AbortBridge` + JS `AbortSignal` |
 | `ProviderOptions` | [provider.rs](../../aimux-providers/src/provider.rs) | `ProviderConfig` (per binding) | `base_url` / `headers` / `organization` / `project` / `max_retries` / `body_overrides` |
 | `ProviderName` | [provider_name.rs](../../aimux-providers/src/provider_name.rs) | [ProviderName.ts](../../bindings/node/src/types/ProviderName.ts) | one constant per registry provider (251); also generated for Go / Python / Java / Kotlin / Swift / Dart (`scripts/gen_provider_names.py`) |
+| Model catalogue | [data/models/](../../aimux-providers/data/models/) | — (data files) | per-provider context window / pricing / modality data, generated by `scripts/gen_models.py` |
 | `GenerateTextResult` | [generate.rs](../../aimux-core/src/generate.rs) | [GenerateTextResult.ts](../../bindings/node/src/types/GenerateTextResult.ts) | `text`, `tool_calls`, `usage`, `warnings`, `raw` |
 | `StreamTextResult` | [generate.rs](../../aimux-core/src/generate.rs) | — | use `StreamPart` while iterating |
 | `StreamPart` | [stream_part.rs](../../aimux-core/src/stream_part.rs) | [StreamPart.ts](../../bindings/node/src/types/StreamPart.ts) | TextDelta / ToolCallDelta / Finish / … |
@@ -133,8 +134,16 @@ model constructors (`openai_new`, `anthropic_new`, …), `*_generate`,
 
 ## Providers
 
-The complete list — 251 registry-backed (name / display / env var / base URL)
-and 76 typed-factory providers grouped by category — is in
+The complete list — 251 registry-backed (name / display / tier / env var /
+base URL) and 78 typed-factory providers grouped by category — is in
 [providers.md](providers.md). It is generated from
 `aimux-providers/src/provider_registry.json` + `aimux-providers/src/lib.rs`:
 `python scripts/gen_providers_doc.py`.
+
+Two more generators hang off the same registry, both with a `--check` mode
+that CI runs: `scripts/gen_providers_doc.py --check` fails when
+`providers.md` is stale, and `scripts/gen_models.py` writes the model
+catalogue under `aimux-providers/data/models/` from models.dev and anya2a
+(context windows, pricing, modalities; corrections go in
+`data/models.overrides.json`, never in the generated files). Adding a
+provider: [contributing/adding-a-provider.md](../contributing/adding-a-provider.md).
diff --git a/docs/contributing/adding-a-provider.md b/docs/contributing/adding-a-provider.md
new file mode 100644
index 00000000..429526d0
--- /dev/null
+++ b/docs/contributing/adding-a-provider.md
@@ -0,0 +1,74 @@
+# Adding a provider
+
+## The four layers
+
+Adding a provider means touching exactly one of these. Find your layer first;
+the rest is someone else's job or a generator's.
+
+| Layer | What it is | Who changes it | Gate |
+|-------|------------|----------------|------|
+| **L0** protocol | Hand-written Rust under `aimux-providers/src/<protocol>/` — one directory per wire protocol (openai, anthropic, google, …) | a human, rarely | `cargo test` + conformance cases |
+| **L1** identity | `aimux-providers/src/provider_registry.json` — one row per vendor: `name`, `display`, `tier`, `base_url`, `env_var`, `profile`, optional `note` / `status` | a human, by hand — **never regenerated** | `registry_entries_are_valid` and the other registry tests in `provider.rs` |
+| **L2** model knowledge | `aimux-providers/data/models/<name>.json` — context windows, pricing, modalities, from models.dev / anya2a | `scripts/gen_models.py`; corrections go in `data/models.overrides.json` | `gen_models.py --check` in CI |
+| **L3** derived artifacts | `provider_name.rs` and its 7 language twins, `docs/api/providers.md` | a generator, never by hand | `gen_provider_names.py --check`, `gen_providers_doc.py --check` |
+
+**The generator rule.** Every derived artifact carries a do-not-edit header
+and has a `--check` mode wired into CI. A generator without one is dead code
+and gets deleted — that is the test for whether a generator is still alive.
+If you hand-edit an L3 file, CI fails and your edit is lost on the next run.
+
+**Tiers.** `verified` — a cassette in `aimux-providers/tests/cassettes/<name>/`
+replays this provider, so the base URL and wire shape are known-good.
+`listed` — an upstream catalogue knows the name, but aimux has no recording.
+`unverified` — neither; the row is a lead from vendor docs and may be wrong.
+Adding a cassette is what promotes a row to `verified`.
+
+## Case 1 — an OpenAI-compatible vendor (the common case)
+
+No Rust. One L1 row, then let the generators and tests catch up.
+
+1. Add one row to `aimux-providers/src/provider_registry.json`, keys in this
+   order: `name` (snake_case), `display`, `tier` (`unverified` until you have
+   a cassette), `base_url` (including the `/v1` the vendor actually serves),
+   `env_var`, `profile` (`{}` unless the vendor drops a capability — see
+   `ProviderProfile` for the flags). Add a `note` if you deliberately
+   disagree with upstream; that exempts the row from the weekly sync report.
+2. `python3 scripts/gen_provider_names.py` — regenerates the name constants
+   for Rust and the 7 bindings.
+3. `python3 scripts/gen_providers_doc.py` — regenerates `docs/api/providers.md`.
+4. `python3 scripts/gen_models.py` — only if models.dev or anya2a carries the
+   vendor; skip it otherwise, and never hand-write a `data/models/` file.
+5. Derive a cassette with `scripts/generate_thin_wrapper_cassettes.py` if the
+   vendor is a byte-for-byte OpenAI wrapper, or record a real one. Then flip
+   `tier` to `verified`.
+6. Add the five conformance cases (`aimux-providers/tests/conformance_test.rs`):
+   streaming, tool calls, abort, an empty message, and context overflow.
+
+## Case 2 — a new wire protocol
+
+Only when the vendor is not OpenAI-compatible and no existing L0 protocol fits.
+
+1. New directory `aimux-providers/src/<protocol>/` implementing the protocol
+   against `aimux-core`'s `Provider` / `LanguageModel` traits, wired into
+   `lib.rs` under a section comment (`gen_providers_doc.py` reads those).
+2. One L1 row per vendor speaking that protocol.
+3. Conformance cases as in case 1, plus cassettes for the protocol itself.
+
+Expect review on the protocol, not on the vendor rows.
+
+## Case 3 — a single-modality vendor (image, speech, transcription, video)
+
+Do **not** hand-write a `do_generate` with its own headers, URL assembly and
+polling loop. Use the executor pattern from
+[RFC-0033 §8.2](../../rfc/0033-code-convergence-plan.md): a
+`XxxConfig { api_key, base_url }` plus two transform functions, with
+`call_json` / `submit_and_poll` in `aimux-provider-utils` owning the HTTP,
+retries and polling. `submit_and_poll` retries only the poll, which is what
+keeps a retry from submitting a billable job twice.
+
+## Maintenance (you do not run these; the clock does)
+
+`scripts/sync_registry.py --report` diffs L1 against upstream weekly and
+comments on issue #170. `scripts/probe_registry.py` probes every `base_url`
+monthly and reports what no longer answers. Neither one edits the registry —
+a human reads the report and changes the row.

From da485ca9e5053a0d0cb54f1a2928c4b37de02ec0 Mon Sep 17 00:00:00 2001
From: Card Cunningham <cclovedoudou@gmail.com>
Date: Fri, 4 Sep 2026 21:09:40 +0800
Subject: [PATCH 12/13] fix(scripts): send a User-Agent when fetching
 models.dev
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

models.dev answers 403 to urllib's default User-Agent, so the live (non
--offline) path of gen_models.py and sync_registry.py failed outright — the
weekly Action would never have worked. Model data refreshed from the live
fetch that verified it (llmgateway gained a model since the snapshot).
---
 aimux-providers/data/models/.manifest.json  |  6 ++---
 aimux-providers/data/models/llmgateway.json | 25 +++++++++++++++++++++
 scripts/gen_models.py                       |  6 +++--
 scripts/sync_registry.py                    |  4 +++-
 4 files changed, 35 insertions(+), 6 deletions(-)

diff --git a/aimux-providers/data/models/.manifest.json b/aimux-providers/data/models/.manifest.json
index 6a711d4e..c1e4f219 100644
--- a/aimux-providers/data/models/.manifest.json
+++ b/aimux-providers/data/models/.manifest.json
@@ -1,11 +1,11 @@
 {
   "schema_version": 1,
-  "generated_at": "2026-09-04T13:05:07Z",
+  "generated_at": "2026-09-04T13:09:34Z",
   "sources": {
     "models.dev": "https://models.dev/api.json",
     "anya2a": "https://raw.githubusercontent.com/ThinkInAIXYZ/PublicProviderConf/refs/heads/dev/dist/all.json"
   },
   "providers": 137,
-  "models": 4871,
-  "hash": "1efd961c95ff51b0478be4266de7d71bf1027b74ae6baaa5f5b05530af1db971"
+  "models": 4872,
+  "hash": "566a87de7cf1a047698ffad95701da90c9e44e9e478b1ccae5cb6a1a71f6055a"
 }
diff --git a/aimux-providers/data/models/llmgateway.json b/aimux-providers/data/models/llmgateway.json
index b9143494..87104760 100644
--- a/aimux-providers/data/models/llmgateway.json
+++ b/aimux-providers/data/models/llmgateway.json
@@ -3442,6 +3442,31 @@
       "release_date": "2026-08-05",
       "knowledge": null
     },
+    {
+      "id": "muse-spark-1.2-contributor",
+      "name": "Muse Spark 1.2 Contributor",
+      "context": 1048576,
+      "max_output": 1048576,
+      "cost": {
+        "input": 0.1,
+        "output": 0.2,
+        "cache_read": 0.002,
+        "cache_write": null
+      },
+      "modalities": {
+        "input": [
+          "text",
+          "image"
+        ],
+        "output": [
+          "text"
+        ]
+      },
+      "reasoning": true,
+      "tool_call": true,
+      "release_date": "2026-08-06",
+      "knowledge": null
+    },
     {
       "id": "muse-spark-1.3",
       "name": "Muse Spark 1.3",
diff --git a/scripts/gen_models.py b/scripts/gen_models.py
index b3697085..a1deafbd 100644
--- a/scripts/gen_models.py
+++ b/scripts/gen_models.py
@@ -129,8 +129,10 @@ def content_hash(files: list[Path]) -> str:
     return h.hexdigest()
 
 
-def fetch(url: str) -> dict:
-    with urllib.request.urlopen(url, timeout=60) as resp:  # noqa: S310 — https literals above
+def fetch(url):
+    # models.dev answers 403 to urllib's default User-Agent.
+    req = urllib.request.Request(url, headers={"User-Agent": "aimux-provider-sync"})
+    with urllib.request.urlopen(req, timeout=60) as resp:  # noqa: S310 — https literals above
         return json.loads(resp.read().decode("utf-8"))
 
 
diff --git a/scripts/sync_registry.py b/scripts/sync_registry.py
index 5a8dbb49..beb317c5 100644
--- a/scripts/sync_registry.py
+++ b/scripts/sync_registry.py
@@ -40,7 +40,9 @@
 
 
 def fetch(url):
-    with urllib.request.urlopen(url, timeout=60) as resp:  # noqa: S310 — https literals above
+    # models.dev answers 403 to urllib's default User-Agent.
+    req = urllib.request.Request(url, headers={"User-Agent": "aimux-provider-sync"})
+    with urllib.request.urlopen(req, timeout=60) as resp:  # noqa: S310 — https literals above
         return json.loads(resp.read().decode("utf-8"))
 
 

From e8332df856cd08c59d14c23904c36b15dde3bf5e Mon Sep 17 00:00:00 2001
From: Card Cunningham <cclovedoudou@gmail.com>
Date: Fri, 4 Sep 2026 21:12:02 +0800
Subject: [PATCH 13/13] =?UTF-8?q?docs(rfc):=20rewrite=20RFC-0033=20=C2=A74?=
 =?UTF-8?q?.1=20as=20the=20four-layer=20provider=20data=20pipeline;=20excl?=
 =?UTF-8?q?ude=20data/=20from=20the=20crate?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 aimux-providers/Cargo.toml        |  2 +-
 rfc/0033-code-convergence-plan.md | 57 +++++++++++++++++++++++++------
 scripts/local-ci.sh               |  4 +--
 3 files changed, 49 insertions(+), 14 deletions(-)

diff --git a/aimux-providers/Cargo.toml b/aimux-providers/Cargo.toml
index 9f2c9bef..c87d0349 100644
--- a/aimux-providers/Cargo.toml
+++ b/aimux-providers/Cargo.toml
@@ -10,7 +10,7 @@ documentation = "https://docs.rs/aimux-providers"
 # Cassette recordings for the integration tests are huge (88MB); they are not
 # needed by downstream consumers, so keep them out of the published crate
 # (crates.io limit is 10MB).
-exclude = ["tests/cassettes/**", "tests/cassettes"]
+exclude = ["tests/cassettes/**", "tests/cassettes", "data/**", "data"]
 
 [dependencies]
 aimux-core = { workspace = true }
diff --git a/rfc/0033-code-convergence-plan.md b/rfc/0033-code-convergence-plan.md
index 99b25b31..bf584a49 100644
--- a/rfc/0033-code-convergence-plan.md
+++ b/rfc/0033-code-convergence-plan.md
@@ -103,21 +103,56 @@ AiMuxError 13 个变体 + ApiCallError 6 个字段。C 侧 16 个 `aimux_error_*
 
 核实后**不做**:按模态加 cargo feature(一行不删,只加 CI 轴,`search` 那条会让默认 feature 的 `bindings/node` workspace 编译失败);删 `catalogue.rs` 的模型目录(产品功能,四种 binding 都暴露)。
 
-### 4.1 provider 维护流程(清理脚本之后的替代方案)
+### 4.1 provider 数据管线(四层与分级)
 
-A1 删掉的是"生成 provider 文件"的一次性脚本。它们的产物(薄封装 `.rs`)是 phase 4 之前的形态,注册表落地后加 provider 只改 `provider_registry.json` 一行(#22 InferenceHub 即如此)。但注册表本身没有维护机制:251 行只有带 cassette 的几十行被测试摸过,URL 失效、env 变量改名都不会被发现。2026-09-04 对 models.dev 的一次比对:97 行两边都有,其中 27 行 `base_url` 不一致(`claudinio`、`digitalocean` 缺 `/v1`,`fastrouter` 换域名),116 个 models.dev 厂商 aimux 没有。
+A1 删掉的是"生成 provider 文件"的一次性脚本。它们的产物(薄封装 `.rs`)是 phase 4 之前的形态,注册表落地后加 provider 只改 `provider_registry.json` 一行(#22 InferenceHub 即如此)。但注册表本身没有维护机制,251 这个数字也不诚实:2026-09-04 的测量,只有 19 行有真实录音 cassette,97 行在 models.dev 有第二来源,81 行除 7 月那次 LiteLLM / mastra 扫描外没有任何来源;138 行只出现在 `openai_compatible_test.rs` 的表驱动 wiremock 测试里,共用同一份假响应。与 models.dev 比对,97 个共有名字里 27 个 `base_url` 不一致,116 个 models.dev 厂商 aimux 没有。
 
-参照 pi-ai(`packages/ai`):协议实现在 `src/api/`,厂商是 `src/providers/<id>.ts` 十来行的 `createProvider({id, baseUrl, auth, models, api})`,模型目录由 `scripts/generate-models.ts` 从 models.dev 生成到 `data/<id>.json` + `<id>.models.ts`,生成物首行 "auto-generated / do not edit",`check-model-data.ts` 在 `build` 里校验,过期即构建失败;README 有七步 "Adding a New Provider" 清单。aimux 的对应:12 个原生目录 ⇔ `src/api/`,JSON 行 ⇔ `<id>.ts`(更薄,是数据不是代码)。缺的是纪律和流程,不是结构:
+参照 pi-ai(`packages/ai`,39 个 provider):协议实现在 `src/api/`;厂商是 `src/providers/<id>.ts` 十来行手写工厂;模型知识由 `scripts/generate-models.ts` 从 models.dev 生成到 `data/<id>.json` + `<id>.models.ts`,生成物首行 "auto-generated / do not edit",`.manifest.json` 记 schema 版本与 hash,`check-model-data.ts` 在 `build` 第一步校验;README 有七步 "Adding a New Provider" 清单。**pi 从不生成 provider,它生成的是 model 数据。** pi 窄而深,aimux 宽而浅;宽是 aimux 的卖点,不砍,但要让宽度诚实。
 
-1. **唯一事实源是 `provider_registry.json`,手工维护,不再从任何上游重新生成。** 它已被手改(94b50009 修 7 处错误 URL、b24e59e4 加 profile 字段),重生成会冲掉修正。B1 加 `protocol` 列后原生厂商也是行,B2 后仓库只剩协议目录 + 一份 JSON。
-2. **派生物只允许带 "do not edit" 标记且 CI 有 `--check` 的生成器。** `gen_provider_names.py` 已合规;`gen_providers_doc.py` 缺 `--check` 且 CI 不跑,补上。这条纪律就是判断"生成器还活着"的标准,也是 A1 删三个生成器的依据。
-3. **JSON 结构校验留在 Rust 测试**(`registry_entries_are_valid` 等四个已有),B1 后加 protocol 合法性。每个 PR 阻塞。
-4. **上游同步改 diff 不改生成。** `scripts/sync_registry.py --report`:拉 models.dev `api.json`(213 厂商,187 带 base URL,全部带 env 名),可选读本地 LiteLLM 检出,输出缺失厂商、`base_url` 不一致、`env_var` 不一致三张表。每周 GitHub Action 跑一次,结果写进固定 issue 或开带 diff 的 PR,人审后手工改行。aimux 有意与上游不同的行加 `"note"` 字段说明,避免每周重复报出。
-5. **存活探测。** `scripts/probe_registry.py` 每月一次,对每个 `base_url` 不带 key 请求 `/models`:401/403 视为存活,DNS 失败或 5xx 连续两个月标 `"status": "unreachable"`,不删行。非阻塞。
-6. **`docs/contributing/adding-a-provider.md`** 照 pi-ai 清单分三种情况:OpenAI 兼容厂商(JSON 一行 → 两个生成器 → 派生 cassette → 流式/工具/abort/空消息/上下文溢出五项测试);新协议(`aimux-providers/src/<protocol>/` 新目录,JSON 加 `protocol`);单模态厂商(§8.2 执行器模式,只写两个转换函数)。
-7. **保留脚本的作废条件**:`generate_thin_wrapper_cassettes.py` 随 B2 删;`responses_similarity_audit.py` 随 B6 删;两个 cassette 转换器长期保留(测试数据来源);两个 LiteLLM 扫描脚本并入第 4 条的 sync 工具。
+#### 四层
 
-跟踪:sync / probe #170,一次性清账 #171,`gen_providers_doc.py --check` #172,adding-a-provider 文档 #173;A1 本身 #168 / PR #169。
+按"谁维护、变更走什么流程"划分,不按文件位置:
+
+| 层 | 内容 | 维护者 | 变更流程 | 门禁 |
+|---|---|---|---|---|
+| L0 协议实现 | `aimux-providers/src/<protocol>/`,12 个目录 | 人,手写 Rust | PR 审查 | cassette conformance |
+| L1 厂商身份 | `provider_registry.json`,一厂商一行:`name` / `display` / `tier` / `protocol`(B1)/ `base_url` / `auth`(#174)/ `profile` / `params` / `note` / `status` | 人,手写数据 | PR 审查;永不重生成 | `provider.rs` 的 Rust 测试校验结构;每周 diff 报告、每月探活(非阻塞) |
+| L2 模型知识 | `aimux-providers/data/models/<provider>.json` + `.manifest.json`,源 models.dev(主)、anya2a(辅),合并手写 `models.overrides.json` | 机器,`scripts/gen_models.py` | 每周 Action 重生成,有 diff 开 PR,人审合并 | `gen_models.py --check`(hash 比对,不联网),PR 阻塞 |
+| L3 派生物 | `ProviderName` ×8、`docs/api/providers.md`、ts-rs 类型 | 机器,三个生成器 | 跟随 L1 自动重生成 | 各自 `--check`,PR 阻塞 |
+
+依赖单向:L1 的 `protocol` 引用 L0;L2 按 `name` 挂在 L1 上;L3 从 L1 派生。L0 / L1 是人维护的事实源,L2 / L3 是机器维护的派生物。由此得到统一答案:
+
+- 只有 L2、L3 可以生成。A1 删的三个生成器错在想生成 L1。
+- 所有 L2、L3 产物必须带 do-not-edit 标记并有 CI `--check`;不满足的生成器不准进 `scripts/`。L1 是源,用测试校验结构,不用 `--check`。
+- PR CI 与构建永不联网;联网只在 Action 的定时任务里(L1 diff、L2 刷新、探活)。
+- RFC-0032 的 `models[]` 覆盖层归 L1(某模型的请求行为:协议、profile);L2 是知识(context、价格、能力)。两者按 model id 关联,不合并,RFC-0027 "runtime 与 spec 不合并"的决定不变。
+- auth(§8.6)描述在 L1 的 `auth` 字段,执行在 provider-utils 的 `apply_auth` / `resolve_credential`。
+- 运行时是四层的消费者:`provider(name)` 读 L1 找 L0;`catalogue()` 读 L2(静态,`include_str!` 或按需加载,另开 PR 接线),`get_model_specs(url)` 保留为显式刷新,对应 pi 的 `refresh()`。
+- 与 pi 的两处差别:L1 用数据不用代码(251 家对 39 家);L2 提交进仓库、定时 PR 刷新,而不是构建时联网(crate 发布与 7 种 binding 的 CI 都要离线可构建)。
+
+#### 分级
+
+L1 每行一个 `tier`,回答"凭什么在名单里":
+
+| tier | 定义 | 2026-09-04 | 升级路径 |
+|---|---|---|---|
+| `verified` | 有真实录音 cassette,探活通过 | 19 | — |
+| `listed` | 至少一个上游(models.dev / anya2a / LiteLLM)确认身份,探活通过,无真实录音 | 124 | 录一份 cassette |
+| `unverified` | 只有 7 月扫描一个来源 | 108 | 每周 diff 报告找到上游背书 |
+| `status: unreachable` | 探活连续两月失败,附加标记,不删行 | 0 | 人审后决定删除 |
+
+初始定级用 `catalogue.rs::normalize_provider_name` 把 models.dev / anya2a 的连字符 id 折到注册表的 snake_case 名字上(`alibaba-cn` + `alibaba`、四个 `stepfun*` 合并),否则 models.dev 几乎匹配不上。L2 首次生成:137 个厂商、4,872 个模型、2.7 MB,`data/` 从发布的 crate 里 `exclude`,直到 Rust 侧有消费者。
+
+文档表 `verified` 在前、`unverified` 默认折叠;`ProviderName` 枚举包含全部四级(不破坏 API)。aimux 有意与上游不同的行加 `note` 说明,diff 报告跳过带 `note` 的行。
+
+#### 脚本纪律与保留清单
+
+- 生成器:`gen_provider_names.py`、`gen_ts_types.py`(已合规)、`gen_providers_doc.py`(#172 补 `--check`)、`gen_models.py`(新)。
+- 维护:`sync_registry.py --report`(吸收 `extract_litellm_bases.py`、`scan_litellm_urls.py`)、`probe_registry.py`,由 `.github/workflows/registry-maintenance.yml` 定时驱动。
+- 过渡期保留:`generate_thin_wrapper_cassettes.py`(cassette 来源,随 B2 删)、`responses_similarity_audit.py`(随 B6 删)、两个 cassette 转换器(长期,测试数据来源)。
+- 流程:`docs/contributing/adding-a-provider.md`,三种情况各列要碰哪几层、跑哪几个命令。
+
+跟踪:管线 PR(本节全部)、一次性清账 #171、`gen_providers_doc.py --check` #172、adding-a-provider 文档 #173、原 #170 扩为 L1 diff + L2 刷新 + 探活;A1 本身 #168 / PR #169。
 
 ## 5. 轨道 B · providers 协议化
 
diff --git a/scripts/local-ci.sh b/scripts/local-ci.sh
index 96d623e4..36c12fb6 100755
--- a/scripts/local-ci.sh
+++ b/scripts/local-ci.sh
@@ -4,7 +4,7 @@
 # Mirrors .github/workflows/ci.yml (host jobs only; cross-platform matrix
 # targets and Flutter example builds stay in CI):
 #   rust      cargo fmt + clippy -D warnings + cargo test --workspace
-#   contract  ProviderName drift + Rust contract tests + Node run-node.ts
+#   contract  generated-artifact drift (ProviderName / providers.md / model data) + Rust contract tests + Node run-node.ts
 #   python    maturin develop --release + pytest (bindings/python venv)
 #   node      npm ci + napi build + npm test + tsc typecheck
 #   go        go vet + go test (needs local-ci-setup.sh)
@@ -72,7 +72,7 @@ fi
 
 # ── contract ───────────────────────────────────────────────────────────────
 if want contract; then
-  section "contract: ProviderName drift + Rust/Node contract tests"
+  section "contract: generated-artifact drift (ProviderName / providers.md / model data) + Rust/Node contract tests"
   if python3 scripts/gen_provider_names.py --check \
      && python3 scripts/gen_providers_doc.py --check \
      && python3 scripts/gen_models.py --check \