OmniPhys - Open-Ended Process Quality: leaderboard
Metric: Judged key-step recovery (%; open-ended tasks, S3). Source: arxiv.org. 26 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro | 77.15 |
| 2 | Gemini 2.5 Flash | 72.2 |
| 3 | Seed-1.6 | 70.16 |
| 4 | GPT-5.2 | 69.42 |
| 5 | GLM-4.6V | 68.49 |
| 6 | Qwen 3 VL 235B A22B | 67.05 |
| 7 | Claude Sonnet 4.5 | 61.11 |
| 8 | O4 Mini | 56.48 |
| 9 | GPT-5.1 | 52.59 |
| 10 | Grok 4 | 50.6 |
| 11 | GPT-4o | 39.5 |
| 12 | Kimi-VL-A3B | 21.28 |
Interactive version: theaggregate.ai/benchmark?slug=omniphys-open-ended-process-quality · How It Works · Data refreshed daily, snapshot 2026-09-19.