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Model details
KAT-Coder-Pro V2
KAT-Coder-Pro V2 is the latest iteration in KwaiKAT's KAT-Coder series, built specifically for enterprise-grade software engineering and SaaS integration. Unlike general-purpose models, it targets large-scale production environments where multi-system coordination and seamless integration across modern software stacks matter most. The model combines strong coding performance with reliable tool use, supporting agentic workflows that call a single function or orchestrate multi-step processes. It also extends into web aesthetics generation, producing production-grade landing pages and presentation decks alongside traditional code tasks. Benchmarks place it in the 81st percentile across eight performance tests, with particularly strong results in precision and factual recall.
Training data extends through October 2025, and the model achieved a score of 73.4 on SWE-bench Verified, indicating solid real-world software engineering capability. On the Artificial Analysis Intelligence Index it scored 44, well above the average of 17 for comparable models, and it reached perfect accuracy on Hallucinations Baseline and General Knowledge Baseline tests, reflecting broad factual grounding and appropriate uncertainty handling. Its 98% success rate signals minimal technical failures and consistent delivery under load. For teams that need dependable agentic coding performance at competitive pricing—rather than premium flagship rates—KAT-Coder-Pro V2 positions itself as a practical choice for scaling production-grade workflows.
Quick Info
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- Model key
- kwaipilot/kat-coder-pro-v2
- Release date
- Mar 27, 2026
- Last updated
- Mar 27, 2026
- Input modalities
- Output modalities
- Capabilities
Cost
- Input token cost
- $0.30
- Output token cost
- $1.20
Limits
- Output tokens
- 144,000 tokens
- Context window
- 262,144 tokens