KAT-Coder-Pro V2.5
Model Information
Display Name: KAT-Coder-Pro V2.5
API Model ID: kwaipilot/kat-coder-pro-v2.5
Category: Text To Text
Description: KAT-Coder-Pro V2.5 is the flagship tier of Kwaipilot's agentic coding family: you can hand it an entire issue or an entire business workflow and it autonomously locates the relevant code, makes the modifications and carries the task through to completion directly in the repository. V2.5 integrates multiple domain experts while fully retaining the front-end aesthetic generation strength of V2. Pro is the higher-capability sibling of KAT-Coder-Air V2.5 — same 256K context and 80K output ceiling, aimed at harder, longer-horizon engineering tasks. **Key Features:** - 256,000-token context window (large-codebase work) - Up to 80K output tokens - Agentic coding: autonomous, multi-step issue resolution - Function/tool calling for repository and workflow automation - Always-on internal reasoning (counted as output tokens) - Front-end / UI generation quality inherited from V2 - Cache-read pricing for repeated context **Best For:** - Complex, enterprise-grade software engineering tasks - End-to-end issue resolution in real repositories - Multi-file refactoring and long-horizon agentic loops - Front-end and UI generation where quality matters most
Context Window: 256,000 tokens
Max Output: 80,000 tokens
How to Use This Model
To use KAT-Coder-Pro V2.5 via the HInow.ai API, use the model ID: kwaipilot/kat-coder-pro-v2.5
API Request Example (Chat/Text)
POST https://api.hinow.ai/v1/chat/completions
Authorization: Bearer YOUR_API_KEY
Content-Type: application/json
{
"model": "kwaipilot/kat-coder-pro-v2.5",
"messages": [
{"role": "user", "content": "Your message here"}
]
}
Pricing
- input: $0.999
- output: $3.996
- cached: $0.2025
Available Parameters
- temperature: Controls randomness (0-2). Default: 0.3 (Options: 0, 0.2, 0.3, 0.5, 0.7, 1.0)
- top_p: Nucleus sampling (0-1). Default: 0.95 (Options: 0.1, 0.5, 0.8, 0.9, 0.95, 1.0)
- max_tokens: Max tokens to generate, including internal reasoning (1-80000). Default: 8192 (Options: 512, 1024, 2048, 4096, 8192, 16384, 32768, 80000)
- tools: Function/tool definitions for agentic coding workflows
- response_format: Output format (structured outputs supported) (Options: text, json_object)
- stop: Sequences where the API stops generating further tokens
- frequency_penalty: Penalizes token frequency (-2 to 2). Default: 0 (Options: 0, 0.5, 1.0)
- presence_penalty: Penalizes repeated topics (-2 to 2). Default: 0 (Options: 0, 0.5, 1.0)
Quick Reference
To use this model, set: "model": "kwaipilot/kat-coder-pro-v2.5"
Featured: No
Documentation: https://hinow.ai/models/kwaipilot/kat-coder-pro-v2.5
API Endpoint: https://api.hinow.ai/v1
