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Preference

Prompt-to-Leaderboard

Prompt-to-Leaderboard: prompt-adaptive LLM leaderboards from Chatbot Arena human pairwise battles (win/loss/tie per prompt).

128,287items
53subjects
4%observed
CC-BY-4.0license
preferencedomain
textmodality

Response matrix

Fit to width. Hover for subject & item; click a cell for details.

Prompt-to-Leaderboard response matrix: AI models (rows) against items (columns)
lowhighUnobserved

Scale: {0, 0.5, 1} (loss / tie / win, human pairwise vote)

Subjects

  1. 1gemini-2.5-pro0.6711
  2. 2gemini-2.5-pro-preview-03-250.635
  3. 3grok-4-07090.6291
  4. 4o3-2025-04-160.6099
  5. 5chatgpt-4o-latest-202503260.6061
  6. 6deepseek-r1-05280.5988
  7. 7gemini-2.5-pro-preview-05-060.5968
  8. 8grok-3-preview-02-240.594
  9. 9llama-4-maverick-03-26-experimental0.5881
  10. 10gemini-2.5-flash0.5847
  11. 11qwen3-235b-a22b-no-thinking0.5559
  12. 12gemini-2.5-flash-preview-04-170.5464
  13. 13kimi-k2-0711-preview0.5445
  14. 14gemini-2.0-flash-thinking-exp-01-210.5437
  15. 15gpt-4.1-2025-04-140.5315
  16. 16deepseek-v3-03240.5302
  17. 17hunyuan-turbos-202504160.5281
  18. 18o4-mini-2025-04-160.5266
  19. 19gemini-2.5-flash-lite-preview-06-17-thinking0.5256
  20. 20mistral-medium-25050.5252
  21. 21qwen3-235b-a22b0.5248
  22. 22qwen-max-2025-01-250.5235
  23. 23qwen3-235b-a22b-instruct-25070.5201
  24. 24minimax-m10.5166
  25. 25gemma-3-27b-it0.5096
  26. 26claude-opus-4-20250514-thinking-16k0.505
  27. 27grok-3-mini-high0.5043
  28. 28grok-3-mini-beta0.5005
  29. 29qwen3-coder-480b-a35b-instruct0.5
  30. 30claude-opus-4-202505140.4986
  31. 31gpt-4o-2024-11-200.4948
  32. 32claude-sonnet-4-20250514-thinking-32k0.479
  33. 33gemini-2.0-flash-0010.4772
  34. 34mistral-small-25060.4749
  35. 35qwq-32b0.4715
  36. 36gpt-4.1-mini-2025-04-140.4689