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Code Generation & Review

Accelerate development with AI pair programming — generate, review, and debug code across any language.

Boilerplate code generation
Automated code review
Bug detection & fixes
Search by:
code generation
code
programming
starcoder
codellama

Our three picks

Including commercial models like Claude, GPT and Gemini. Get a solution design and costs →

Best quality

Claude Sonnet 5.5

Anthropic · $2 in / $10 out per 1M tokens

Leading coding assistant for multi-file changes and reviews.

Best value

DeepSeek V4 Pro

DeepSeek (CN) · $1.32 in / $3.96 out per 1M tokens

Strong coding at low cost. Data is processed in China, so check your policies first.

Private / UK-hosted

Qwen2.5 Coder 32B

Open model (self-host) · free model, you pay for hosting

Open coding model you can run on your own UK GPUs, so source code stays private.

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More open models from Hugging Face

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