SWE-Test (Claude Code): leaderboard
Metric: Feedback-enabled Pass Rate (%). Source: arxiv.org. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3.8 Max | 55 |
| 2 | GLM-5.2 | 41.7 |
| 3 | Kimi K2.6 | 35 |
| 4 | DeepSeek V4 Pro | 35 |
| 5 | Kimi K3 | 35 |
| 6 | Qwen 3.7 Max | 30 |
| 7 | GLM-5.1 | 23.3 |
Interactive version: theaggregate.ai/benchmark?slug=swe-test-claude-code · How It Works · Data refreshed daily, snapshot 2026-09-20.