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Best AI models for coding

The strongest AI models for coding, ranked by their coding index — the average of the coding benchmarks each model has been measured on. Updated automatically as new results land.

  1. 1DeepSeek V3.2 SpecialeOverall 89.989.6Coding index
  2. 2GLM 4.7Overall 8989.4Coding index
  3. 3Claude Opus 4.7Overall 90.987.6Coding index
  4. 4DeepSeek-V4-ProOverall 88.287.1Coding index
  5. 5GPT-5.1Overall 8986.8Coding index
  6. 6MiMo-V2-FlashOverall 8886.8Coding index
  7. 7DeepSeek-V3.2Overall 87.186.2Coding index
  8. 8GPT-5.1-CodexOverall 88.284.9Coding index
  9. 9GPT-5.2Overall 86.284.7Coding index
  10. 10Gemini 3 FlashOverall 90.284.4Coding index
  11. 11Claude Opus 4.5Overall 8884Coding index
  12. 12Gemini 3 ProOverall 82.884Coding index
  13. 13GPT-5 miniOverall 79.283.8Coding index
  14. 14GPT-5.1-Codex-MiniOverall 84.783.6Coding index
  15. 15GPT-5Overall 80.582.5Coding index

Rankings are computed from live benchmark data and update automatically. See the full intelligence leaderboard for the overall picture.

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