What is Kimi Code?
Kimi Code refers to the suite of coding capabilities powered by the Kimi large language models from Moonshot AI. Unlike single-purpose coding tools, Kimi Code covers the entire software development lifecycle: from generating new code from scratch, to debugging existing issues, reviewing pull requests, explaining complex logic, and refactoring legacy codebases.
What sets Kimi Code apart is its massive 200K-token context window. This means you can feed entire repositories, large configuration files, or long conversation histories into a single prompt and get coherent, context-aware responses. No more splitting files or losing context mid-conversation.
Whether you're a solo developer looking for an AI pair programmer, a team lead reviewing code quality, or a student learning to code, Kimi Code adapts to your needs with multilingual support and deep technical understanding.
Kimi Code Features
Code Generation
Generate functions, classes, APIs, tests, and entire modules from natural language descriptions. Supports Python, JavaScript, TypeScript, Go, Rust, Java, C++, and more.
Code Review
Submit code for automated review. Kimi identifies bugs, security vulnerabilities, performance bottlenecks, and style issues with actionable suggestions.
Debugging
Paste error messages, stack traces, or buggy code. Kimi pinpoints the root cause and provides corrected code with explanations.
Refactoring
Modernize legacy code, improve readability, extract reusable components, and apply design patterns with intelligent refactoring suggestions.
Multi-Language Support
Works with 30+ programming languages including Python, JavaScript, TypeScript, Go, Rust, Java, C/C++, Swift, Kotlin, PHP, Ruby, and more.
200K Context Window
Analyze entire codebases in a single prompt. Feed large files, multiple modules, or complete project structures without losing context.
Kimi Code via API
Access Kimi Code capabilities programmatically through the Kimi API. The API is fully compatible with the OpenAI Chat Completions format, so you can integrate it with existing tools and workflows with minimal code changes.
Python Example
from openai import OpenAI
client = OpenAI(
api_key="YOUR_API_KEY",
base_url="https://kimi-api.com/v1", # Our proxy - 40% off
)
response = client.chat.completions.create(
model="moonshot-v1-128k",
messages=[
{
"role": "system",
"content": "You are an expert programmer. Generate clean, "
"well-documented code with error handling."
},
{
"role": "user",
"content": "Write a Python async web scraper that extracts "
"all links from a webpage, handles rate limiting, "
"and saves results to a JSON file."
}
],
temperature=0.3,
)
print(response.choices[0].message.content)JavaScript / Node.js Example
import OpenAI from "openai";
const client = new OpenAI({
apiKey: "YOUR_API_KEY",
baseURL: "https://kimi-api.com/v1", // Our proxy - 40% off
});
const response = await client.chat.completions.create({
model: "moonshot-v1-128k",
messages: [
{
role: "system",
content: "You are an expert programmer. Generate clean, "
+ "well-documented code with error handling."
},
{
role: "user",
content: "Write a TypeScript Express middleware that validates "
+ "JWT tokens, handles refresh tokens, and returns "
+ "proper error responses."
}
],
temperature: 0.3,
});
console.log(response.choices[0].message.content);Code Review Example
response = client.chat.completions.create(
model="moonshot-v1-128k",
messages=[
{
"role": "system",
"content": "You are a senior code reviewer. Identify bugs, "
"security issues, performance problems, and suggest "
"improvements. Be specific and actionable."
},
{
"role": "user",
"content": f"Review this code:\n\n{your_code_here}"
}
],
temperature=0.2,
)
print(response.choices[0].message.content)Integrating Kimi Code with IDEs
Kimi Code works seamlessly with popular development environments. Since the Kimi API is OpenAI-compatible, any tool that supports custom OpenAI endpoints can be configured to use Kimi.
Cursor IDE
Cursor natively supports custom API endpoints. Configure Kimi as your AI backend for chat, code generation, and inline completions:
// Cursor Settings > Models > OpenAI API Key
// 1. Set API Key: YOUR_API_KEY
// 2. Set Base URL: https://kimi-api.com/v1
// 3. Add model: moonshot-v1-128k
//
// Now use Kimi Code in:
// - Cmd+K (inline edit)
// - Cmd+L (chat)
// - Tab completionVS Code - Continue Extension
The Continue extension for VS Code supports any OpenAI-compatible API. Add Kimi to your ~/.continue/config.json:
{
"models": [
{
"title": "Kimi Code (128K)",
"provider": "openai",
"model": "moonshot-v1-128k",
"apiBase": "https://kimi-api.com/v1",
"apiKey": "YOUR_API_KEY"
},
{
"title": "Kimi Code (32K)",
"provider": "openai",
"model": "moonshot-v1-32k",
"apiBase": "https://kimi-api.com/v1",
"apiKey": "YOUR_API_KEY"
}
]
}Kimi Code vs Competitors
How does Kimi Code stack up against other AI coding tools? Here's a detailed comparison:
| Feature | Kimi Code | GitHub Copilot | Cursor Tab | Claude Code |
|---|---|---|---|---|
| Context Window | 200K tokens | 8K tokens | 128K tokens | 200K tokens |
| API Access | Full REST API | IDE only | IDE only | Full REST API |
| Code Generation | Excellent | Excellent | Excellent | Excellent |
| Debugging | Excellent | Good | Good | Excellent |
| Web Search | Built-in | No | Yes (web browse) | No |
| Chinese Support | Native (best) | Good | Good | Good |
| IDE Integration | Cursor, VS Code, any OpenAI-compatible | VS Code, JetBrains | Cursor only | CLI, VS Code |
| Proxy Price | 40% of official | $10-19/mo | $20/mo | $20/mo + usage |
Pricing - 40% Off for Code Generation
Through our proxy service, you get full access to Kimi Code capabilities at 40% of the official Kimi API pricing. Pay only for what you use with no monthly subscriptions or commitments.
moonshot-v1-8k
~60%
savings vs official
Best for small code snippets, quick fixes, and simple generation tasks.
moonshot-v1-32k (Popular)
~60%
savings vs official
Ideal for medium codebases, code review, and multi-file analysis.
moonshot-v1-128k
~60%
savings vs official
Full 200K context for large codebases, complex refactoring, and entire project analysis.
Related Resources
Kimi K2.5 API Guide
Explore the latest Kimi K2.5 model capabilities and API reference.
Kimi CLI
Use Kimi AI directly from your terminal for code generation and analysis.
Kimi Coding Plan
Dedicated coding plans with optimized pricing for development workflows.
Kimi API Key
Learn how to get and manage your Kimi API key for authentication.
Text Generation API
Full documentation for the Chat Completions API endpoint.
Pricing
View all models and pricing tiers at 40% of official rates.