KAT-Coder-Pro V1 — benchmark results
Kwaipilot's (Kuaishou) first production agentic-coding KAT-Coder API model. Provider: Kuaishou. Released 2025-10-01. Access: API.
Unified ELO 1701 ± 35, rank #268 of 1776 rated models, from 60 benchmark results.
Strongest benchmark results
| Benchmark | Score | Metric | Percentile |
|---|---|---|---|
| AA Long Context Reasoning | 74 | Accuracy (%) | 98.3 |
| AA-LCR | 74 | Score (self-reported) | 98.3 |
| AA AIME 2025 | 94.67 | Accuracy (%) | 96.1 |
| AA Humanity's Last Exam | 33.41 | Accuracy (%) | 92.1 |
| Wolfram LLM Benchmarking Project | 58.9 | Correct Functionality (%) | 88.3 |
| AA LiveCodeBench | 74.71 | Pass@1 (%) | 86.1 |
| AA TAU-2 Bench | 88.6 | Accuracy (%) | 82.8 |
| AA IFBench | 68.37 | Accuracy (%) | 81.9 |
| AA MMLU-Pro | 81.27 | Accuracy (%) | 73.7 |
| Artificial Analysis Intelligence Index | 28.26 | Intelligence Index | 72.5 |
| AA Global-MMLU-Lite - Chinese | 88.42 | Accuracy (%) | 71 |
| AA Omniscience - Software Engineering (SWE) - Julia | 24 | Accuracy (%) | 70.4 |
Interactive version: theaggregate.ai/model?slug=kat-coder-pro-v1 · How the rankings work · Data refreshed daily, snapshot 2026-07-22.