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Boards/CodingStale since 2025-10-03

Aider Polyglot

225 hard Exercism exercises in C++, Go, Java, JavaScript, Python and Rust, edited through Aider.
Aider
GPT-5
#1 right now
88.0%
Pass rate
50
Models ranked
Oct 3, 2025
Board published

Ranking

Best variant per model, as published. Higher is better.

  1. 1
    GPT-5
    as “gpt-5 (high)
    88.0%
  2. 2
    o3-pro
    as “o3-pro (high)
    84.9%
  3. 3
    Gemini 2.5 Pro (Jun 2025)
    as “gemini-2.5-pro-preview-06-05 (32k think)
    83.1%
  4. 4
    o3
    as “o3 (high)
    81.3%
  5. 5
    Grok 4
    as “grok-4 (high)
    79.6%
  6. 6
    o3 GPT 4.1
    as “o3 (high) + gpt-4.1
    78.2%
  7. 7
    Gemini 2.5 Pro 05 06
    as “Gemini 2.5 Pro Preview 05-06
    76.9%
  8. 8
    DeepSeek-V3.2
    as “DeepSeek-V3.2-Exp (Reasoner)
    74.2%
  9. 9
    Gemini 2.5 Pro 03 25
    as “Gemini 2.5 Pro Preview 03-25
    72.9%
  10. 10
    Claude Opus 4
    as “claude-opus-4-20250514 (32k thinking)
    72.0%
  11. 10
    o4-mini
    as “o4-mini (high)
    72.0%
  12. 12
    DeepSeek-R1 (May 2025)
    as “DeepSeek R1 (0528)
    71.4%
  13. 13
    Claude 3 7 Sonnet
    as “claude-3-7-sonnet-20250219 (32k thinking tokens)
    64.9%
  14. 14
    DeepSeek R1 Claude 3 5 Sonnet
    as “DeepSeek R1 + claude-3-5-sonnet-20241022
    64.0%
  15. 15
    o1
    as “o1-2024-12-17 (high)
    61.7%
  16. 16
    Claude Sonnet 4
    as “claude-sonnet-4-20250514 (32k thinking)
    61.3%
  17. 17
    o3 Mini
    as “o3-mini (high)
    60.4%
  18. 18
    Qwen3 235b A22B Diff No Alibaba
    as “Qwen3 235B A22B diff, no think, Alibaba API
    59.6%
  19. 19
    Kimi K2 Thinking
    as “Kimi K2
    59.1%
  20. 20
    DeepSeek V3
    as “DeepSeek V3 (0324)
    55.1%
  21. 20
    Gemini 2.5 Flash (Sep 2025)
    as “gemini-2.5-flash-preview-05-20 (24k think)
    55.1%
  22. 2254.7%
  23. 23
    Grok 3
    as “Grok 3 Beta
    53.3%
  24. 2452.9%
  25. 25
    GPT 4.1
    as “gpt-4.1
    52.4%

Rank over time

History builds with every daily capture. One capture so far.

Other coding boards

Scores as published by Aider on the capture date (2026-09-24). Source: Aider polyglot_leaderboard.yml on GitHub.

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