NatureBench: leaderboard
Metric: Surpass-SOTA (%). Source: frontisai.github.io. 17 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 5 | 23.33 |
| 2 | Claude Opus 4.7 | 15.56 |
| 3 | Kimi K3 | 14.44 |
| 4 | GLM-5.2 | 13.33 |
| 5 | Claude Opus 4.6 | 11.11 |
| 6 | Qwen 3.8 Max | 11.11 |
| 7 | Gemini 3.5 Flash | 10 |
| 8 | GLM-5.3 | 10 |
| 9 | Kimi K2.6 | 7.78 |
| 10 | Qwen 3.7 Max | 7.78 |
| 11 | GPT-5.4 | 6.67 |
| 12 | GLM-5.1 | 6.67 |
| 13 | MiniMax-M3 | 6.67 |
| 14 | GPT-5.5 | 4.44 |
| 15 | DeepSeek V4 Pro | 4.44 |
Interactive version: theaggregate.ai/benchmark?slug=naturebench · How It Works · Data refreshed daily, snapshot 2026-09-05.