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AI Coding Ranking

AI models ranked by Artificial Analysis's coding index, which covers writing and debugging code. Synced once a day.

AI Coding Ranking
Updated Sep 30, 2026
ModelScore
  1. 81.6
  2. 78.0
  3. $4 / $20 per 1M tokens

    77.4
  4. 4

    $10 / $50 per 1M tokens

    76.9
  5. 5

    $2 / $6 per 1M tokens

    76.8
  6. 676.7
  7. 776.5
  8. 8

    $0.75 / $3.75 per 1M tokens

    76.3
  9. 9

    $3 / $15 per 1M tokens

    76.2
  10. 10
    Qwen: Qwen3.8 Max

    $2 / $6 per 1M tokens

    76.2
  11. 11
    Meta: Muse Spark 1.3

    $1.25 / $4.25 per 1M tokens

    75.8
  12. 12

    $5 / $30 per 1M tokens

    74.9
  13. 13
    Z.ai: GLM-5.3

    $1.4 / $4.4 per 1M tokens

    74.8
  14. 1474.3
  15. 1573.6
  16. 16
    Qwen: Qwen3.8-Flash-Next

    $0.15 / $0.47 per 1M tokens

    73.1
  17. 17

    $2 / $6 per 1M tokens

    72.4
  18. 18
    Meta: Muse Spark 1.2

    $1.25 / $4.25 per 1M tokens

    72.2
  19. 19
    Qwen: Qwen3.8 2.4T A95B

    $2 / $6 per 1M tokens

    71.9
  20. 2071.5
  21. 21

    $0.75 / $3.75 per 1M tokens

    71.5
  22. 22
    Z.ai: GLM 5.3 Flash

    $0.15 / $0.5 per 1M tokens

    71.5
  23. 23

    $0.2 / $1.2 per 1M tokens

    71.4
  24. 24
    Meta: Muse Spark 1.1

    $1.25 / $4.25 per 1M tokens

    71.3
  25. 25

    $2.5 / $15 per 1M tokens

    71.1
  26. 26

    $0.75 / $3.75 per 1M tokens

    69.2
  27. 2769.1
  28. 2868.8
  29. 2968.8
  30. 30
    Z.ai: GLM-5.2

    $1.4 / $4.4 per 1M tokens

    68.8
  31. 31
    Qwen: Qwen3.8 27B

    $0.5 / $3 per 1M tokens

    68.1
  32. 32
    Qwen: Qwen3.7 Max

    $2.5 / $7.5 per 1M tokens

    66.0
  33. 3365.0
  34. 34M
    Motif Technologies: Motif 3
    63.5
  35. 3563.0
  36. 36

    $0.95 / $4 per 1M tokens

    61.8
  37. 37I
    Institute of Foundation Models: K2 Horizon 375B A23B
    61.5
  38. 38
    Multiverse Computing: Quasar 438B

    $0.6 / $1.8 per 1M tokens

    61.2
  39. 39A
    Apodex: Apodex 1.1

    $0.3 / $3 per 1M tokens

    60.8
  40. 4060.8
  41. 41
    Xiaomi: MiMo-V2.5-Pro

    $0.43 / $0.87 per 1M tokens

    60.2
  42. 42
    Kuaishou: KAT Coder Pro V2

    $0.3 / $1.2 per 1M tokens

    59.5
  43. 4359.4
  44. 44N
    Nex AGI: Nex-N2-Pro
    59.1
  45. 45
    Tencent: Hy3

    $0.14 / $0.55 per 1M tokens

    58.8
  46. 46
    MiniMax: MiniMax-M3

    $0.3 / $1.2 per 1M tokens

    58.6
  47. 47
    Meta: Muse Spark
    58.6
  48. 48
    Ant Ling: Ling-3.0-flash-VL

    $0.07 / $0.22 per 1M tokens

    57.0
  49. 49
    Xiaomi: MiMo-V2.5

    $0.14 / $0.28 per 1M tokens

    56.8
  50. 50

    $0.75 / $4.5 per 1M tokens

    56.1

Source: Artificial Analysis · Coding Index v4.3, as of Sep 30, 2026. The index is an evaluation score, not usage volume: a higher score means stronger overall capability, and it moves as new models are released.

Evaluations and prices come from Artificial Analysis's public data and sync once a day; prices are per 1M tokens. Names link to the matching tool page on our site.

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