About
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.
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Pricing
Input
$0.21
per 1M tokens
Output
$0.83
per 1M tokens
Blended
$0.36
per 1M tokens
Cheaper than 61% of models. Median price is $0.67/1M tokens.
Cost Calculator
Daily
$0.36
Monthly
$10.87
vs. Similar Models
Performance
Context Window
256K
tokens
Larger than 56% of models
Max Output
128K
tokens
50% of context
Context Window Comparison