| Benchmark | Model | Rank | Results |
|---|---|---|---|
| agents-on-pinchbench | KAT-Coder-V2.5 | – | Accuracy: 94.9 |
| code-generation-on-scicode | KAT-Coder-V2.5 | – | Accuracy: 50.3 |
| code-generation-on-swe-bench-pro | KAT-Coder-V2.5 | – | Resolved: 65.2 |
| code-generation-on-terminal-bench-2-1 | KAT-Coder-V2.5 (Claude Code) | – | Accuracy: 60.7 |