KAT-Coder-Pro V2.5

2.00
A next-generation AI coding model designed for software engineering tasks, supporting code development, project maintenance, and intelligent Agent workflows.
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CompanyKwaipilot
Context256K
Released2026-07
Updated2026-08-04

KAT-Coder-Pro V2.5 Overview

KAT-Coder-Pro V2.5 is an advanced Agentic Coding model developed by Kwaipilot (Kuaishou AI team), designed specifically for real-world software engineering scenarios.
Unlike traditional code generation models, it can not only generate code but also understand entire code repositories, identify issues, modify multiple files, and execute testing workflows to complete end-to-end software development tasks.
Powered by large-scale Agent reinforcement learning training, KAT-Coder-Pro V2.5 is optimized for code understanding, repository-level development, automated debugging, and complex engineering workflows. It supports a 256K-token context window with up to 80K-token output, making it suitable for large-scale projects and complex development environments.
KAT-Coder-Pro V2.5 is designed for software engineering, code refactoring, bug fixing, automated development workflows, AI coding assistants, and enterprise-level development scenarios.

KAT-Coder-Pro V2.5 Pricing

PlanPriceDescription
Free Trial Free Provides access to basic KAT-Coder-Pro V2.5 capabilities for testing code generation, project analysis, bug fixing, and AI coding Agent features. Suitable for developers exploring the model and working on smaller projects.
Paid Plan (API Usage Plan) Usage-based pricing Designed for development teams integrating APIs to build AI coding assistants, automated development tools, and enterprise software engineering workflows.
Enterprise Plan Custom Pricing Provides enterprise-grade AI development solutions, including large-scale API integration, team collaboration, system integration, security management, private deployment options, and technical support for large engineering organizations.

KAT-Coder-Pro V2.5 Key Features

Intelligent Code Development: Supports code generation, code understanding, debugging, and software engineering tasks.
Repository-Level Code Processing: Analyzes complete project structures, identifies issues, and performs multi-file modifications.
AI Agent Workflows: Supports autonomous task planning, tool usage, and automated development processes.
Automated Testing & Validation: Helps verify code changes through testing workflows.
Long Context Understanding: Handles large codebases, technical documentation, and complex software projects.
Enterprise Development Support: Improves development efficiency through automation and intelligent coding assistance.

Summary

① Software engineers
② AI coding tool developers
③ Enterprise engineering teams
④ Front-end and back-end developers
⑤ DevOps and automation engineers
⑥ Technical teams looking to improve development efficiency

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Kwaipilot Model Comparison

Model Context Pricing API Released Global Heat
KAT-Coder-Pro V2.5
256K YES 2026-07
40/100
256K YES 2026-07
39/100

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