Vals AI SWE-bench Verified: leaderboard
Metric: Resolved (%). Source: www.vals.ai. 88 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 5 | 97 |
| 2 | DeepSeek V4 Pro (0813) (Max) | 96.4 |
| 3 | GPT-5.6 Sol (Max) | 96.2 |
| 4 | Grok 4.6 (High) | 95.6 |
| 5 | GLM-5.3 (Max) | 95.4 |
| 6 | GPT-5.6 Terra (Max) | 95.4 |
| 7 | Claude Fable 5 (Max) | 95 |
| 8 | Kimi K3 | 93.4 |
| 9 | GPT-5.6 Luna (Max) | 93 |
| 10 | GLM-5.3 Flash (Max) | 92 |
| 11 | DeepSeek V4 Flash (0731) (High) | 88.8 |
| 12 | Claude Opus 4.8 (Max) | 88.6 |
| 13 | Muse Spark 1.2 (xHigh) | 86.6 |
| 14 | Grok 4.5 (High) | 86.6 |
| 15 | Qwen 3.8 27B (xHigh) | 86 |
Interactive version: theaggregate.ai/benchmark?slug=vals-ai-swe-bench-verified · How It Works · Data refreshed daily, snapshot 2026-09-05.