SWE-bench Multimodal
Code
SWE-bench Multimodal extends the SWE-bench issue-resolution format with visual context such as screenshots and design mockups embedded in the issue description, testing whether coding agents generalize to visual software domains.
Top models (higher is better)
| Model | Score |
|---|---|
| Claude Opus 5 | 59.4 |
| Claude Mythos Preview | 59.0 |
| Claude Mythos 5 | 54.9 |
| Claude Fable 5 | 54.1 |
| Opus 4.8 | 38.4 |
| Opus 4.7 | 34.5 |
| Sonnet 5 | 28.1 |
| Opus 4.6 | 27.1 |