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Code Generation

16 recommended models

Writing, debugging, and explaining code across programming languages

Best Models for Code Generation

Claude Opus 4

by Anthropic

Anthropic's most capable model, excelling at complex analysis, nuanced content creation, and advanced coding tasks. Features superior reasoning and the ability to work autonomously on extended tasks.

200K contextFrom $15/MTokAPI Available

Claude Sonnet 4

by Anthropic

The best combination of performance and speed for efficient, high-throughput tasks. Excellent balance of intelligence and cost-effectiveness.

200K contextFrom $3/MTokAPI Available

GPT-4o

by OpenAI

OpenAI's flagship multimodal model with advanced reasoning, vision, and audio capabilities. Fast and versatile for most tasks.

128K contextFrom $2.50/MTokAPI Available

o1

by OpenAI

OpenAI's reasoning model designed to solve hard problems across science, coding, and math using chain-of-thought reasoning.

200K contextFrom $15/MTokAPI Available

o3-mini

by OpenAI

Fast, cost-efficient reasoning model excelling at STEM tasks. Offers adjustable reasoning effort levels.

200K contextFrom $1.10/MTokAPI Available

Gemini 2.0 Flash

by Google

Google's latest multimodal model with native tool use, code execution, and agentic capabilities. Fast and efficient.

1000K contextFrom $0.10/MTokAPI Available

Llama 3.3 70B

by Meta

Meta's latest open-source model offering performance comparable to Llama 3.1 405B at a fraction of the cost. Excellent for self-hosting.

128K contextAPI Available

Mistral Large

by Mistral AI

Mistral's flagship model with top-tier reasoning, coding, and multilingual capabilities. Strong at complex tasks.

128K contextFrom $2/MTokAPI Available

Codestral

by Mistral AI

Specialized coding model trained on 80+ programming languages. Optimized for code completion and generation.

32K contextFrom $0.30/MTokAPI Available

Grok-2

by xAI

xAI's flagship model with strong reasoning and coding capabilities. Known for witty responses and real-time knowledge.

128K contextFrom $2/MTokAPI Available

Llama 3.1 405B

by Meta

Meta's largest open-source model with 405 billion parameters. Competitive with leading closed models on benchmarks.

128K contextAPI Available

Mistral Nemo

by Mistral AI

Efficient 12B model developed with NVIDIA. Drop-in replacement for Mistral 7B with improved performance.

128K contextFrom $0.15/MTokAPI Available

DeepSeek-V3

by DeepSeek

Highly efficient 671B MoE model trained on 14.8T tokens. Achieves top benchmark scores at fraction of typical training cost.

128K contextFrom $0.27/MTokAPI Available

DeepSeek-R1

by DeepSeek

Reasoning-focused model achieving strong performance on math and coding benchmarks through reinforcement learning.

64K contextFrom $0.55/MTokAPI Available

Qwen 2.5 72B

by Alibaba Cloud

Alibaba's flagship open-source model with strong coding and math capabilities. Supports 29 languages.

128K contextAPI Available

Qwen2.5-Coder

by Alibaba Cloud

Specialized coding model available in sizes from 0.5B to 32B. State-of-the-art for open-source code models.

128K contextAPI Available