o4-mini (2025-04-16)
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AI modelso4-mini (2025-04-16)
Model evaluation
Capability & preference
Human preference · Arena
Overall text preferences from head-to-head votes. Not factual accuracy or a task-success rate.
Recorded results
Only the same benchmark, version, workload, scenario and unit share a row. Missing results are not zero. System results include the full submitted hardware and software configuration.
Arena text preference / chinesehuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,353.71 rating
Confidence interval: 1,342.76 – 1,364.66
3026 votes
- Category
- chinese
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,368.14 rating
Confidence interval: 1,361.28 – 1,375.00
8639 votes
- Category
- coding
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,294.05 rating
Confidence interval: 1,285.87 – 1,302.22
5781 votes
- Category
- creative_writing
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,367.42 rating
Confidence interval: 1,362.36 – 1,372.48
20809 votes
- Category
- english
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,314.66 rating
Confidence interval: 1,309.27 – 1,320.05
31647 votes
- Category
- exclude_ties
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,342.36 rating
Confidence interval: 1,330.12 – 1,354.60
2321 votes
- Category
- expert
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,363.30 rating
Confidence interval: 1,338.58 – 1,388.02
613 votes
- Category
- french
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,335.65 rating
Confidence interval: 1,318.21 – 1,353.08
1216 votes
- Category
- german
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,350.17 rating
Confidence interval: 1,345.03 – 1,355.31
19358 votes
- Category
- hard_prompts
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,365.46 rating
Confidence interval: 1,358.78 – 1,372.13
9103 votes
- Category
- hard_prompts_english
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,324.70 rating
Confidence interval: 1,317.22 – 1,332.18
7030 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,307.77 rating
Confidence interval: 1,300.75 – 1,314.79
7970 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,350.13 rating
Confidence interval: 1,338.61 – 1,361.66
2748 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,353.76 rating
Confidence interval: 1,346.48 – 1,361.04
7524 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,378.72 rating
Confidence interval: 1,367.78 – 1,389.66
2769 votes
- Category
- industry_mathematical
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,361.39 rating
Confidence interval: 1,349.07 – 1,373.70
2484 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,366.80 rating
Confidence interval: 1,361.12 – 1,372.48
14676 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,315.49 rating
Confidence interval: 1,309.00 – 1,321.99
10004 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,320.16 rating
Confidence interval: 1,314.13 – 1,326.20
11871 votes
- Category
- instruction_following
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / japanesehuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,308.52 rating
Confidence interval: 1,289.33 – 1,327.71
1074 votes
- Category
- japanese
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,312.53 rating
Confidence interval: 1,292.89 – 1,332.17
984 votes
- Category
- korean
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,314.31 rating
Confidence interval: 1,307.46 – 1,321.17
8609 votes
- Category
- longer_query
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,389.12 rating
Confidence interval: 1,378.45 – 1,399.79
2906 votes
- Category
- math
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,349.60 rating
Confidence interval: 1,342.38 – 1,356.83
7743 votes
- Category
- multi_turn
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,336.29 rating
Confidence interval: 1,331.46 – 1,341.12
23980 votes
- Category
- non_english
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,353.17 rating
Confidence interval: 1,349.21 – 1,357.13
44801 votes
- Category
- overall
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,357.64 rating
Confidence interval: 1,345.76 – 1,369.52
2796 votes
- Category
- polish
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,333.74 rating
Confidence interval: 1,323.92 – 1,343.56
3423 votes
- Category
- russian
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-11-09 · rating
o4-mini (2025-04-16)
1,345.92 rating
Confidence interval: 1,326.51 – 1,365.33
995 votes
- Category
- spanish
- Evaluated configuration
- o4-mini (2025-04-16)
- Evaluation type
- human preference
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Capabilities
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