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AI model category

Coding AI models

For writing, reviewing and explaining code, and for agents that work across a codebase.

  • 14 models

Coding models write functions, explain unfamiliar code, draft tests and, in agent setups, make changes across many files. We use them every day in our own AI-accelerated development, always with a senior engineer reviewing the result.

For product features, such as generating queries or scripts for users, the same models apply, with stricter limits on what the generated code may do.

Coding

All coding ai models

Reasoning

Claude Fable 5.1

Anthropic

The top tier of the Claude family, for the most demanding reasoning and long-horizon agent work, priced above Opus.

  • Anthropic
  • Vision
  • Tool calling
Reasoning

Claude Opus 5.5

Anthropic

Anthropic's recommended starting point for most serious work: long-running agentic coding and knowledge work, with a 1M token context window.

  • Anthropic
  • Vision
  • Tool calling
General purpose

Claude Sonnet 5

Anthropic

Anthropic's balance of speed and intelligence: a strong everyday model for assistants, document work, tool calling and coding.

  • Anthropic
  • Vision
  • Tool calling
Reasoning

Gemini 3.1 Pro

Google

Google's most advanced Gemini model for reasoning, software engineering and agent work, reading text, images, audio, video and PDFs. Available as a preview.

  • Google
  • Vision
  • Tool calling
General purpose

Gemini 3.8 Flash

Google

Google's most capable Flash model, stable since September 2026, for agents, software engineering and enterprise workflows with full multimodal input.

  • Google
  • Vision
  • Tool calling
Open weights

Mistral Small 4

Mistral AI

Mistral's efficient open-weight model under Apache 2.0, one hybrid model for instructions, reasoning and coding, with tool calling and a 256K window.

  • Mistral AI
  • Open weights
  • Tool calling
Coding

Mistral Medium 3.5

Mistral AI

A newer open-weight Mistral model for agent and coding work, with image input, tool calling, structured outputs and a 256K window.

  • Mistral AI
  • Open weights
  • Vision
  • Tool calling
Coding

Codestral 25.08

Mistral AI

Mistral's low-latency coding model for code completion and generation, with fill-in-the-middle support, tool calling and a 128K window.

  • Mistral AI
  • Tool calling
Reasoning

GPT-6 Astra

OpenAI

OpenAI's most capable model, built for the hardest end-to-end work: complex reasoning, coding, computer use and research.

  • OpenAI
  • Vision
  • Tool calling
General purpose

GPT-6 Sol

OpenAI

The middle model of the GPT-6 family, positioned for complex coding and agentic workflows at a mid price level.

  • OpenAI
  • Vision
  • Tool calling
Reasoning

DeepSeek V4 Pro

DeepSeek

DeepSeek's model for demanding reasoning and agent work, with thinking effort levels, tool calling, JSON output and a 1 million token window.

  • DeepSeek
  • Open weights
  • Tool calling
Reasoning

Qwen3.8-Max

Alibaba Cloud

Alibaba's current Qwen flagship for long autonomous coding and professional work, with image and video input, tool calling, JSON Schema output and a 1 million token window.

  • Alibaba Cloud
  • Vision
  • Tool calling
Coding

Qwen3-Coder

Alibaba Cloud

Qwen's open-weight coding models under Apache 2.0, from the efficient Qwen3-Coder-Next to the large 480B model, with tool use and long context.

  • Alibaba Cloud
  • Open weights
  • Tool calling
Reasoning

Grok 4.7

xAI

xAI's current flagship for coding, agent tasks and knowledge work, with image input, tool calling, structured outputs, reasoning effort levels and a 500K window.

  • xAI
  • Vision
  • Tool calling

How to choose

How to choose in this category

Test on your own codebase and languages, not on public examples. Check how the model handles long files, how well it follows your conventions and whether it works with the tools your team uses. For code that runs in production, plan for review and tests regardless of the model.

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