GitTaskBench (SWE-Agent): leaderboard
Metric: Task pass rate (%). Source: gittaskbench.github.io. Saturation forecast: Estimated already saturated. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude 3.7 Sonnet (20250219) | 42.59 |
| 2 | GPT-4.1 | 31.48 |
| 3 | Claude 3.5 Sonnet (20241022) | 22.23 |
| 4 | O3 Mini (Medium) | 20.37 |
| 5 | Llama 3.3 70B Instruct | 18.52 |
| 6 | DeepSeek V3 (0324) | 12.04 |
| 7 | Qwen 3 32B (Thinking) | 11.11 |
| 8 | GPT-4o (2024-08-06) | 10.19 |
| 9 | Qwen 3 32B (Non-reasoning) | 3.7 |
Interactive version: theaggregate.ai/benchmark?slug=gittaskbench-swe-agent · How It Works · Data refreshed daily, snapshot 2026-09-26.