PawBench - Hermes: leaderboard

PawBench measures model capability under three fixed agent harnesses on AgentScope's task suite; this board reports overall score with the Hermes harness.

Metric: Overall Score (%). Source: agentscope-ai.github.io. Saturation forecast: Around January 2027. 9 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 4.678.44#63
2Qwen 3.7 Max72.29#75
3DeepSeek V4 Pro72.06#102
4Qwen 3.6 Plus70.41#120
5Qwen 3.6 27B68.2#170
6Qwen 3.6 Max Preview68.09#85
7Kimi K2.666.36#104
8GLM-5.163.19#97
9Qwen 3.6 35B A3B56.74#226

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=pawbench-hermes · How It Works · Data refreshed daily, snapshot 2026-10-20.