KAT-Coder-Pro V2 by KwaiKAT is an agentic coding model with 256K context, specialized training domains, tool use, structured outputs, and enterprise software engineering capabilities.
Capabilities, design details, and architectural traits
KAT-Coder-Pro V2 is KwaiKAT's flagship agentic coding model designed for enterprise software engineering, large-scale codebases, SaaS integration, and multi-step developer workflows.
KAT-Coder-Pro V2 focuses on production-grade software engineering. It also supports web aesthetics generation for creating polished landing pages and presentation materials.
Independent evaluations · Artificial Analysis
Evaluate specifications, pricing, and independent benchmark indices
| Model Details | |||
|---|---|---|---|
| General Info | |||
| Provider | KwaiKAT | Anthropic | Anthropic |
| Release Date | March 27, 2026 | July 24, 2026 | June 9, 2026 |
| Knowledge Cutoff | - | May 2026 | - |
| Context & Limits | |||
| Context Window | 256K | 1M Best Context Window | 1M Best Context Window |
| Pricing (per 1M tokens) | |||
| Input Pricing | $0.30 Best Input Pricing | $5 | $10 |
| Output Pricing | $1.20 Best Output Pricing | $25 | $50 |
| Modalities | |||
| Inputs | text | textimage | textimagefile |
| Outputs | text | text | text |
| Benchmarks (0-100) | |||
| Intelligence Index | 33.7 | 63.1 Best Intelligence Index | 62.1 |
| Coding Index | 59.5 | 78.0 Best Coding Index | 76.5 |
| Agentic Index | 15.1 | 59.2 Best Agentic Index | 56.6 |
Graduate-level reasoning and expert Q&A evaluation.
Extremely difficult logical reasoning and knowledge.
Logical reasoning over long context windows.
Independent evaluation data provided by Artificial Analysis. To view the latest benchmarks and full details, visit their official site.
