| Benchmark | Model | Rank | Results |
|---|---|---|---|
| code-generation-on-livecodebench-v6 | Koi-4B | – | Pass@1: 0.719 |
| code-generation-on-scicode | Koi-4B | – | Accuracy: 33.4 |
| code-generation-on-terminal-bench-2-1 | Koi-4B | – | Accuracy: 28.0 |
| instruction-following-on-ifbench | Koi-4B | – | Accuracy: 71.8 |
| mathematical-reasoning-on-math-500 | Koi-4B | – | Accuracy: 97.2 |
| multiple-choice-question-answering-mcqa-on-gpqa-diamond | Koi-4B | – | Accuracy: 72.8 |