HAL SWE-bench Verified Mini — leaderboard
Metric: Score (%). Source: www.swebench.com. 18 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.5 (High) | 72 |
| 2 | Claude Sonnet 4.5 | 68 |
| 3 | Claude Opus 4.1 (20250805) | 61 |
| 4 | O4 Mini (Low) | 54 |
| 5 | Claude 3.7 Sonnet (High) | 54 |
| 6 | Claude Opus 4.1 (High) | 54 |
| 7 | Claude 3.7 Sonnet (20250219) | 50 |
| 8 | O4 Mini (High) | 50 |
| 9 | Claude Opus 4 (20250514) | 50 |
| 10 | GPT-5 (Medium) | 46 |
| 11 | O3 (Medium) | 46 |
| 12 | GPT-4.1 (2025-04-14) | 44 |
| 13 | Claude Haiku 4.5 (20251001) | 24 |
| 14 | DeepSeek V3 (0324) | 24 |
| 15 | Gemini 2.0 Flash (001) | 24 |
Interactive version: theaggregate.ai/benchmark?slug=hal-swe-bench-verified-mini · How the rankings work · Data refreshed daily, snapshot 2026-07-22.