SWEeper-Bench - Pass: leaderboard
Metric: Pass rate (%; 200 interactive software bug-discovery tasks; native agent harnesses; scoped prompt; unlimited time). Source: sweeperbench.com. Saturation forecast: Around September 2028. 15 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Grok 4.6 (xHigh) | 59 |
| 2 | Claude Opus 5 (xHigh) | 56.5 |
| 3 | GPT-6 Astra (xHigh) | 56.5 |
| 4 | Claude Fable 5.1 (xHigh) | 56.5 |
| 5 | Kimi K3 (High) | 48.5 |
| 6 | GPT-5.6 Sol (xHigh) | 47 |
| 7 | GLM-5.3 (Max) | 43.5 |
| 8 | GPT-5.6 Luna (xHigh) | 42 |
| 9 | GLM-5.3 Flash (Max) | 39.5 |
| 10 | GPT-5.6 Terra (xHigh) | 35 |
Interactive version: theaggregate.ai/benchmark?slug=sweeper-bench-pass · How It Works · Data refreshed daily, snapshot 2026-10-09.