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.

Aggregate Rating 1643 ± 41, rank #324 of 1656 rated models, from 73 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
AA AIME 202594.67Accuracy (%)96.1
AA LiveCodeBench74.71Pass@1 (%)86.1
AA TAU-2 Bench88.6Accuracy (%)82.8
Tau2-Bench Telecom88.6Success Rate (%)82.6
AA IFBench68.37Accuracy (%)82
Wolfram LLM Benchmarking Project58.9Correct Functionality (%)81.7
AA Humanity's Last Exam33.64Accuracy (%)79.9
AA MMLU-Pro81.27Accuracy (%)73.7
AA Global-MMLU-Lite - Chinese88.42Accuracy (%)70.5
AA-Omniscience Hallucination Rate67.36Hallucination Rate (%)64.1
Artificial Analysis Intelligence Index18.59Intelligence Index63.1
AA-Omniscience Index - Software Engineering (SWE) - Julia-28Omniscience Index60.9

Interactive version: theaggregate.ai/model?slug=kat-coder-pro-v1 · How It Works · Data refreshed daily, snapshot 2026-10-20.