KAT-Coder-V2.5-Dev model card (Hugging Face) 23 Jul 2026
KAT-Coder-V2.5-Dev
KAT-Coder-V2.5-Dev places in the top three on PinchBench.
7
Benchmarks with a score
0
Ranked first, out of five or more models
1
In the top three
Kuaishou Jul 2026 KAT-Coder-V2.5-Dev
Open weights Small
No Epoch Capabilities Index score yet
- SciCode 44.2% #22 /47
- SWE-bench Multilingual 63% #54 /70
- PinchBench 93.4% #2 /13
Where it ranks
Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.
Coding
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| SciCode | 44.2% | #22 of 47 | Model card | |
| SWE-bench Verified | 69.4% | #81 of 150 | Model card | |
| SWE-bench Multilingual | 63% | #54 of 70 | Model card | |
| SWE-Bench Pro | 46% | #73 of 77 | Model card | |
| KAT Code Bench | 46.2% | #2 of 2 | Model card |
Agents and tools
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| PinchBench | 93.4% | #2 of 13 | Model card | |
| Terminal-Bench 2.1 | 41% | #50 of 53 | Model card |
Its launch post
The benchmarks the lab chose to headline, with the scores it gave.