Code

Chinese AI coding assistants have become serious alternatives to GitHub Copilot, with DeepSeek and Qwen leading on code generation benchmarks.

Top Coding AI Tools

• DeepSeek Coder V2 — 236B parameters, supports 338 programming languages. Excels at code completion, bug fixing, and code review. Free via API.
• Qwen2.5-Coder — 32B parameters, strong on Python, JavaScript, and Java. Open source with Apache 2.0 license.
• iFlytek Spark — Integrated IDE plugin for VS Code and IntelliJ. Real-time code suggestions with Chinese comments.

Benchmark Scores (HumanEval)

• DeepSeek Coder V2: 92.5%
• Qwen2.5-Coder-32B: 89.2%
• GPT-4: 87.6%
• GitHub Copilot: 85.1%

Integration

Most tools offer VS Code extensions, JetBrains plugins, and CLI tools. API access supports OpenAI-compatible endpoints for easy migration from existing Copilot setups.