ChessBench - Coherence: leaderboard
Metric: Coherence (%). Source: chessbench.ai. 61 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 | 91.2 |
| 2 | Muse Spark 1.3 | 87.3 |
| 3 | GPT-5.5 | 87 |
| 4 | Muse Spark 1.2 | 86 |
| 5 | Gemini 3.8 Flash | 84.4 |
| 6 | Gemini 3.1 Pro (Preview) | 80.2 |
| 7 | GPT-5.6 Sol | 79 |
| 8 | Gemini 3.7 Flash | 78.3 |
| 9 | Claude Fable 5 | 76.4 |
| 10 | Gemini 3.6 Flash | 75.2 |
| 11 | Muse Spark 1.1 | 74.7 |
| 12 | Gemini 3.5 Flash | 74.4 |
| 13 | O3 | 71.9 |
| 14 | GPT-5.1 | 69.9 |
| 15 | GPT-5.2 | 67.9 |
Interactive version: theaggregate.ai/benchmark?slug=chessbench-coherence · How It Works · Data refreshed daily, snapshot 2026-09-19.