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BEAM comparison: 78.2% at 10M tokens vs Mem0's 70.1% at 1M #15

Description

@CEMTrading888

Benchmark comparison

Running the same BEAM benchmark, different architecture:

System BEAM Score Context
CEM888.AI 78.2% 10M tokens
Mem0 (published) 70.1% 1M tokens

Also: 99.9% AR memory retrieval (Mem0 LongMemEval: 93.4%)

Architecture difference:

  • Not a vector DB wrapper — tree-native 5-layer memory OS
  • Sovereign local caching, zero cloud dependency
  • Multi-model routing, single-pass retrieval
  • Built on Hermes Agent, solo builder

Full methodology available. Happy to run your eval harness against my system if you want third-party verification.

https://github.com/cem888

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