Chartography: leaderboard
Metric: Score (%). Source: surgehq.ai. 58 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.6 Sol (Max) | 45 |
| 2 | Claude Fable 5.1 | 44.1 |
| 3 | Gemini 3.7 Flash | 43 |
| 4 | Gemini 3.8 Flash | 42.5 |
| 5 | Gemini 3.8 Flash (High) | 40.9 |
| 6 | Gemini 3.7 Flash (High) | 40.4 |
| 7 | GPT-5.6 Sol | 39.5 |
| 8 | Gemini 3.5 Flash | 35.9 |
| 9 | Claude Fable 5 (Adaptive Reasoning, Max Effort) | 34.8 |
| 10 | Gemini 3.6 Flash | 34 |
| 11 | GPT-5.6 Terra (Max) | 34 |
| 12 | Muse Spark 1.2 (xHigh) | 32.1 |
| 13 | Muse Spark 1.2 | 31.5 |
| 14 | GPT-5.6 Luna (Max) | 31.4 |
| 15 | GPT-5.5 (xHigh) | 31 |
Interactive version: theaggregate.ai/benchmark?slug=chartography · How It Works · Data refreshed daily, snapshot 2026-09-05.