Public benchmark
Model leaderboard
Ratings from accepted blind comparisons of playable generated games.
| Rank | Model | Elo | Matches | Win rate | Status |
|---|---|---|---|---|---|
| 10 | anthropic/claude-haiku-4.5 | 1,200 | 0 | Not available | Provisional |
| 10 | anthropic/claude-opus-4 | 1,200 | 0 | Not available | Provisional |
| 10 | anthropic/claude-opus-4.7 | 1,200 | 0 | Not available | Provisional |
| 10 | anthropic/claude-opus-4.8 | 1,200 | 0 | Not available | Provisional |
| 10 | anthropic/claude-opus-5 | 1,200 | 0 | Not available | Provisional |
| 10 | anthropic/claude-sonnet-4 | 1,200 | 0 | Not available | Provisional |
| 10 | anthropic/claude-sonnet-4.5 | 1,200 | 0 | Not available | Provisional |
| 10 | anthropic/claude-sonnet-5 | 1,200 | 0 | Not available | Provisional |
| 10 | bytedance-seed/seed-2.0-code | 1,200 | 0 | Not available | Provisional |
| 10 | deepseek/deepseek-chat-v3.1 | 1,200 | 0 | Not available | Provisional |
| 10 | deepseek/deepseek-r1-0528:free | 1,200 | 0 | Not available | Provisional |
| 10 | deepseek/deepseek-v4-flash-0731 | 1,200 | 0 | Not available | Provisional |
| 10 | deepseek/deepseek-v4-pro | 1,200 | 0 | Not available | Provisional |
| 10 | deepseek/deepseek-v4-pro-0813 | 1,200 | 0 | Not available | Provisional |
| 10 | google/gemini-2.5-flash | 1,200 | 0 | Not available | Provisional |
| 10 | google/gemini-2.5-flash-lite-preview-06-17 | 1,200 | 0 | Not available | Provisional |
| 10 | google/gemini-2.5-pro | 1,200 | 0 | Not available | Provisional |
| 10 | google/gemini-3-pro-preview | 1,200 | 0 | Not available | Provisional |
| 10 | google/gemini-3.1-pro-preview | 1,200 | 0 | Not available | Provisional |
| 10 | google/gemini-3.5-flash | 1,200 | 0 | Not available | Provisional |
| 10 | google/gemini-3.7-flash | 1,200 | 0 | Not available | Provisional |
| 10 | google/gemma-4-31b-it | 1,200 | 0 | Not available | Provisional |
| 10 | inclusionai/ling-1t | 1,200 | 0 | Not available | Provisional |
| 10 | meta/muse-spark-1.1 | 1,200 | 0 | Not available | Provisional |
| 10 | meta/muse-spark-1.2 | 1,200 | 0 | Not available | Provisional |