Claude Sonnet 4.6 vs GPT-5.1 Codex Max

Compare Claude Sonnet 4.6 and GPT-5.1 Codex Max side by side. See pricing, capabilities, context length, and performance. Use both on Krater.ai from $20/mo.

Claude Sonnet 4.6 vs GPT-5.1 Codex Max: strengths, best use cases and how to run both side by side. The live page adds context windows, token pricing and more comparisons once it loads.

Try both on Krater

Run Claude Sonnet 4.6 and GPT-5.1 Codex Max on the same prompt in the Krater Model Arena, then keep the winner in your workflow. One subscription covers both, from $20 a month.

Open Krater chat · Claude Sonnet 4.6 on Krater · GPT-5.1 Codex Max on Krater

What each model is best at

Claude Sonnet 4.6

The latest iteration of Claude Sonnet, pushing the boundary of what mid-tier models can achieve. Claude Sonnet 4.6 matches previous Opus-level performance at Sonnet pricing.

Strengths

  • Opus-level quality at Sonnet speed
  • State-of-the-art instruction following
  • Exceptional coding performance
  • Best-in-class safety and reliability

Best for

  • Day-to-day professional AI usage
  • Software development
  • Research and writing
  • Enterprise deployments

How we compare models

Our tested head-to-heads run the same prompt set through both models in the Model Arena, then rank answers blind. Read the testing methodology, or browse every comparison.