ChatGPT-4o Latest (20250326)
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AI modelsChatGPT-4o Latest (20250326)
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
ChatGPT-4o Latest (20250326)
1,456.33 rating
Confidence interval: 1,448.43 – 1,464.23
5839 votes
- Category
- chinese
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,412.95 rating
Confidence interval: 1,407.90 – 1,418.00
15835 votes
- Category
- coding
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,405.12 rating
Confidence interval: 1,399.24 – 1,411.01
11470 votes
- Category
- creative_writing
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,434.50 rating
Confidence interval: 1,430.72 – 1,438.28
37150 votes
- Category
- english
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,421.15 rating
Confidence interval: 1,417.26 – 1,425.05
58234 votes
- Category
- exclude_ties
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,400.41 rating
Confidence interval: 1,391.64 – 1,409.17
4580 votes
- Category
- expert
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,446.25 rating
Confidence interval: 1,429.79 – 1,462.71
1397 votes
- Category
- french
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,423.18 rating
Confidence interval: 1,408.72 – 1,437.64
1775 votes
- Category
- german
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,424.13 rating
Confidence interval: 1,420.45 – 1,427.80
38282 votes
- Category
- hard_prompts
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,428.42 rating
Confidence interval: 1,423.48 – 1,433.36
17225 votes
- Category
- hard_prompts_english
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,425.41 rating
Confidence interval: 1,419.86 – 1,430.96
13556 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,409.18 rating
Confidence interval: 1,403.91 – 1,414.45
14790 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,444.81 rating
Confidence interval: 1,436.49 – 1,453.13
5288 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,442.16 rating
Confidence interval: 1,436.69 – 1,447.64
13665 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,406.45 rating
Confidence interval: 1,398.03 – 1,414.88
4874 votes
- Category
- industry_mathematical
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,454.21 rating
Confidence interval: 1,445.17 – 1,463.24
4590 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,428.64 rating
Confidence interval: 1,424.43 – 1,432.85
26574 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,414.78 rating
Confidence interval: 1,409.93 – 1,419.63
18492 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,403.20 rating
Confidence interval: 1,398.82 – 1,407.58
22875 votes
- Category
- instruction_following
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / japanesehuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,405.19 rating
Confidence interval: 1,387.39 – 1,423.00
1282 votes
- Category
- japanese
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,395.62 rating
Confidence interval: 1,379.32 – 1,411.93
1375 votes
- Category
- korean
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,412.56 rating
Confidence interval: 1,407.69 – 1,417.44
17718 votes
- Category
- longer_query
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,407.16 rating
Confidence interval: 1,399.47 – 1,414.86
5759 votes
- Category
- math
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,454.19 rating
Confidence interval: 1,448.73 – 1,459.65
14254 votes
- Category
- multi_turn
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,418.91 rating
Confidence interval: 1,415.41 – 1,422.41
44457 votes
- Category
- non_english
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,428.49 rating
Confidence interval: 1,425.69 – 1,431.28
81663 votes
- Category
- overall
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,447.69 rating
Confidence interval: 1,437.16 – 1,458.22
3616 votes
- Category
- polish
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,429.31 rating
Confidence interval: 1,422.62 – 1,436.00
7784 votes
- Category
- russian
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-11-09 · rating
ChatGPT-4o Latest (20250326)
1,433.78 rating
Confidence interval: 1,419.87 – 1,447.69
1912 votes
- Category
- spanish
- Evaluated configuration
- ChatGPT-4o Latest (20250326)
- Evaluation type
- human preference
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Capabilities
- Model license
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