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.
Try NowAgentic coding task
Software engineering with tool use
Multi-turn coding workflow
256,000 tokens
128,000 tokens
$0.207 per 1M tokens
$0.828 per 1M tokens
$0.0414 per 1M tokens
$15 per 1K calls
$0.19 per 1K calls