LibEvoBench — leaderboard
Metric: SEUS (self-reported). Source: benchmarklist.com. 13 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 | 86 |
| 2 | GPT-5.5 | 85.1 |
| 3 | Claude Sonnet 4.6 | 81 |
| 4 | Claude Sonnet 4 | 77.6 |
| 5 | Gemini 3 Flash (Preview) | 77.3 |
| 6 | GPT-5.1 | 70.7 |
| 7 | GPT-4.1 | 70.6 |
| 8 | GPT-5 | 70 |
| 9 | Gemini 2.5 Flash | 68.9 |
| 10 | Qwen 3.5 397B A17B | 67.9 |
| 11 | Gemini 2.0 Flash | 66 |
| 12 | Qwen 3.5 122B A10B | 60.3 |
| 13 | Qwen 3.5 35B A3B | 52.6 |
Interactive version: theaggregate.ai/benchmark?slug=libevobench · How the rankings work · Data refreshed daily, snapshot 2026-07-22.