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Poor Paul's Benchmark as an MCP server. Queryable GPU inference data — quantization, throughput, VRAM, concurrent users — for Claude Desktop, Cursor, Windsurf, Cline, and any MCP client. Self-host or use the free hosted endpoint.
Benchmark your GPU against any GGUF model and contribute to the public leaderboard. Measures throughput, TTFT, ITL, and VRAM limits across quantizations and context sizes.