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Hermes Bench

Agents · 2026-10-06

Nous Research's suite of 150 agent tasks in 25 categories, mostly Hermes skills and research work plus diagrams and art, memory, browser tool use and one Git-safety task. Each task gives the agent a seeded workspace and a request, sometimes with scripted follow-up turns, then grades the files and state left behind with deterministic checks, an LLM judge or a vision judge. The score is mean reward with partial credit, one pass@1 run per task in the Hermes Agent harness.

Top models (higher is better)

ModelScore
Claude Opus 5.576.7
Grok 4.774.4
GPT-6.1 Sol73.9
GPT-6 Astra73.7
GPT-6 Sol73.5
Claude Sonnet 5.573.5
GLM-5.371.8
Kimi K371.5
Claude Haiku 5.571.0
GPT-6 Luna70.5
Step 5 Preview69.2
GLM-5.3 Flash68.9
Gemini 3.8 Flash62.2
Hy4 Preview58.6
Ling 3.0 Flash53.8
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