SWE-bench Multimodal (Anthropic Internal Harness): leaderboard
Anthropic internal multimodal SWE-bench harness, measuring software issue resolution that requires visual or multimodal context.
Metric: Resolved (%). Source: www-cdn.anthropic.com. Saturation forecast: Around April 2028. 2 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Opus 4.8 | 38.4 | #37 |
| 2 | Claude Opus 4.7 | 34.5 | #49 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=swe-bench-multimodal-anthropic-internal-harness · How It Works · Data refreshed daily, snapshot 2026-10-20.