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SWE-bench · 13 models
| Rank | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 72.7 |
| 2 | Claude 4.6 Opus | 72 |
| 3 | Claude 4.5 Opus | 70.7 |
| 4 | GLM 5 | 69.7 |
| 5 | Gemini 3 Pro | 68.7 |
| 6 | MiniMax M2.5 | 68.3 |
| 7 | Kimi K2.5 | 67.3 |
| 8 | Claude 4.5 Sonnet | 67 |
| 9 | GPT 5.2 (high) | 66.7 |
| 10 | GPT 5.2 Codex | 66.3 |
| 11 | Claude 4.5 Haiku | 64.7 |
| 12 | DeepSeek V3.2 | 59 |
| 13 | GPT 5 mini | 39.7 |