MATH-Vision with Python
Multimodal · 2026-04-20
MATH-Vision with Python is a tool-enabled evaluation setting for MATH-Vision multimodal mathematical reasoning. It records scores from runs where Python execution is allowed, separate from the standard no-tool MATH-Vision score.
Top models (higher is better)
| Model | Score |
|---|---|
| Claude Fable 5 | 98.6 |
| Kimi K3 | 97.8 |
| GPT-5.6 Sol | 97.8 |
| Opus 4.8 | 97.1 |
| GPT-5.5 | 96.8 |
| GPT-5.4 | 96.1 |
| Gemini 3.1 Pro Preview | 95.7 |
| Kimi K2.6 | 93.2 |
| Kimi K2.5 | 85.0 |
| Opus 4.6 | 84.6 |