Description
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.
API Usage Examples
OpenAI Compatible Endpoint
Use this endpoint with any OpenAI-compatible library. Model: Kwaipilot: KAT-Coder-Pro V1 (kwaipilot/kat-coder-pro)
curl https://api.ridvay.com/v1/chat/completions -H "Content-Type: application/json" -H "Authorization: Bearer YOUR_API_KEY" -d '{
"model": "kwaipilot/kat-coder-pro",
"messages": [
{
"role": "user",
"content": "Explain the capabilities of the Kwaipilot: KAT-Coder-Pro V1 model"
}
],
"temperature": 0.7,
"max_tokens": 1024
}'Supported Modalities
- Text
API Pricing
- Input: 0.207$ / 1M tokens
- Output: 0.828$ / 1M tokens
Token Limits
- Max Output: 128,000 tokens
- Max Context: 256,000 tokens
Subscription Tiers
- free
- pro
- ultimate