Tag Field report

Observational runs recorded from real operational work, where conditions were not fully controlled. Distinct from a controlled benchmark.

Benchmarks

Local LLM vs DeepSeek Cloud in a real Hermes agent job

Two cyan threads from a Mac and one silver thread from a cloud reach the same plugin list; one local thread ends in a check, the other in a mismatched tile

One read-only WordPress inventory job through the same Hermes agent, run on local Qwen and Muse on a Mac Studio and on DeepSeek Cloud. What each model did, what it got wrong, and what that says about routing.

ikeo1
September 3, 2026