Active-SWE - Test Validity: leaderboard
Metric: Test Validity (%). Source: hbinli.github.io. 18 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.5 | 87.5 |
| 2 | Claude Opus 4.8 | 81 |
| 3 | Qwen 3.7 Max | 81 |
| 4 | GLM-5.2 | 79 |
| 5 | Claude Sonnet 4.6 | 78.3 |
| 6 | Gemini 3.1 Pro (Preview) | 77.8 |
| 7 | Hy3 | 77.3 |
| 8 | Kimi K2.6 | 67.3 |
| 9 | Ring-2.6-1T | 65.5 |
| 10 | Kimi K2.7 Code | 65 |
| 11 | DeepSeek V4 Pro | 64.3 |
| 12 | Qwen 3.5 397B A17B | 56.8 |
| 13 | GPT-5.4 | 52.3 |
| 14 | Ling-3.0-flash | 49 |
| 15 | Qwen 3.5 122B A10B | 46.8 |
Interactive version: theaggregate.ai/benchmark?slug=active-swe-test-validity · How It Works · Data refreshed daily, snapshot 2026-09-19.