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Best AI models for coding

The best AI models for coding, ranked by measured coding benchmarks. Anthropic: Claude Fable 5.1 currently leads the 25 models below. All callable through one OpenAI-compatible API on Hormouz.

  1. 1Anthropic: Claude Fable 5.1Anthropic · text, imageCoding score: 82
  2. 2Anthropic: Claude Fable 5.1 (batch)Anthropic · text, imageCoding score: 82
  3. 3Anthropic: Claude Opus 5Anthropic · text, imageCoding score: 78
  4. 4Anthropic: Claude Opus 5 (batch)Anthropic · text, imageCoding score: 78
  5. 5OpenAI: GPT-5.6 SolOpenAI · text, imageCoding score: 77
  6. 6OpenAI: GPT-5.6 Sol (batch)OpenAI · text, imageCoding score: 77
  7. 7OpenAI: GPT-6 AstraOpenAI · text, imageCoding score: 77
  8. 8OpenAI: GPT-6 Astra (batch)OpenAI · text, imageCoding score: 77
  9. 9SpaceXAI: Grok 4.6xAI · text, imageCoding score: 77
  10. 10OpenAI: GPT-5.6 TerraOpenAI · text, imageCoding score: 77
  11. 11OpenAI: GPT-5.6 Terra (batch)OpenAI · text, imageCoding score: 77
  12. 12Anthropic: Claude Fable 5Anthropic · text, imageCoding score: 77
  13. 13Anthropic: Claude Fable 5 (batch)Anthropic · text, imageCoding score: 77
  14. 14Google: Gemini 3.8 FlashGoogle · text, image, video, audioCoding score: 76
  15. 15Google: Gemini 3.8 Flash (batch)Google · text, image, video, audioCoding score: 76
  16. 16Qwen: Qwen3.8 Max (0902)Qwen · text, image, videoCoding score: 76
  17. 17MoonshotAI: Kimi K3Moonshot AI · text, image, videoCoding score: 76
  18. 18MoonshotAI: Kimi K3 (batch)Moonshot AI · text, image, videoCoding score: 76
  19. 19Meta: Muse Spark 1.3Meta · text, image, videoCoding score: 76
  20. 20OpenAI: GPT-5.5OpenAI · text, imageCoding score: 75
  21. 21OpenAI: GPT-5.5 (batch)OpenAI · text, imageCoding score: 75
  22. 22Z.ai: GLM 5.3Z.ai · textCoding score: 75
  23. 23Z.ai: GLM 5.3 (batch)Z.ai · textCoding score: 75
  24. 24Anthropic: Claude Opus 4.8Anthropic · text, imageCoding score: 74
  25. 25Anthropic: Claude Opus 4.8 (batch)Anthropic · text, imageCoding score: 74

FAQ

What is the best AI model for coding?
Based on independent coding benchmarks, Anthropic: Claude Fable 5.1 currently ranks first among the 25 coding models available through Hormouz. All of them are reachable through a single OpenAI-compatible API.
How are these coding models ranked?
By measured coding benchmark scores (higher is better). The number shown on each model reflects its evaluated coding ability, not marketing claims.

Updated 2026-10-13