PolyWorkBench (Hermes Agent): leaderboard
Metric: Mean Grade (%; weighted deterministic rubric checks of the output artefacts, mean over 67 multilingual long-horizon workplace tasks in five domains; best of up to three runs, Pass@1; the Hermes Agent harness, 1,800 s per task). Source: arxiv.org. Saturation forecast: Around December 2026. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.5 | 83.7 |
| 2 | GLM-5.2 | 82.3 |
| 3 | Claude Opus 4.8 | 80.5 |
| 4 | Claude Opus 4.7 | 80 |
| 5 | GLM-5.1 | 79 |
| 6 | DeepSeek V4 Flash | 75.8 |
| 7 | Qwen 3.6 27B | 74.2 |
| 8 | Qwen 3.6 35B A3B | 72.7 |
Interactive version: theaggregate.ai/benchmark?slug=polyworkbench-hermes-agent · How It Works · Data refreshed daily, snapshot 2026-09-29.