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KAT-Coder-Pro V1 is KwaiKAT's most advanced agentic coding model in the KAT-Coder series. Designed specifically for agentic coding tasks, it excels in real-world software engineering scenarios, achieving 73.4% solve rate on the SWE-Bench Verified benchmark.
The model has been optimized for tool-use capability, multi-turn interaction, instruction following, generalization, and comprehensive capabilities through a multi-stage training process, including mid-training, supervised fine-tuning (SFT), reinforcement fine-tuning (RFT), and scalable agentic RL.
Modalities
Context
262K
Released
Nov 10, 2025
KAT-Coder-Pro V1 is KwaiKAT's most advanced agentic coding model in the KAT-Coder series. Designed specifically for agentic coding tasks, it excels in real-world software engineering scenarios, achieving 73.4% solve rate on the SWE-Bench Verified benchmark.
KAT-Coder-Pro V1 has a 262,144 token context window.
KAT-Coder-Air V2.5, KAT-Coder-Pro V2.5 and KAT-Coder-Pro V2 are other text models from Kwaipilot.
KAT-Coder-Pro V1 was released on November 10, 2025.
Token volume and request traffic to this model over time.