Kwaipilot: KAT-Coder-Pro V1

kwaipilot/kat-coder-pro

Created Nov 10, 2025256,000 context

$0.207/M input tokens$0.828/M output tokens

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.

Kwaipilot: KAT-Coder-Pro V1

kwaipilot/kat-coder-pro

Created Nov 10, 2025256,000 context

$0.207/M input tokens$0.828/M output tokens

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.

Sample code and API for KAT-Coder-Pro V1

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Using third-party SDKs

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