DeepSeek-V3 (0324)
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AI modelsDeepSeek-V3 (0324)
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 · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,390.12 rating
Confidence interval: 1,379.25 – 1,400.99
3036 votes
- Category
- chinese
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,367.75 rating
Confidence interval: 1,360.99 – 1,374.51
8333 votes
- Category
- coding
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,363.97 rating
Confidence interval: 1,356.00 – 1,371.95
5992 votes
- Category
- creative_writing
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,388.93 rating
Confidence interval: 1,383.98 – 1,393.89
21421 votes
- Category
- english
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,345.28 rating
Confidence interval: 1,339.94 – 1,350.62
31456 votes
- Category
- exclude_ties
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,350.43 rating
Confidence interval: 1,338.14 – 1,362.72
2351 votes
- Category
- expert
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,385.50 rating
Confidence interval: 1,360.99 – 1,410.01
594 votes
- Category
- french
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,373.78 rating
Confidence interval: 1,356.34 – 1,391.22
1224 votes
- Category
- german
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,364.89 rating
Confidence interval: 1,359.71 – 1,370.08
18590 votes
- Category
- hard_prompts
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,378.93 rating
Confidence interval: 1,372.28 – 1,385.59
9014 votes
- Category
- hard_prompts_english
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,349.11 rating
Confidence interval: 1,341.61 – 1,356.61
6857 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,357.05 rating
Confidence interval: 1,350.13 – 1,363.96
8019 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,379.11 rating
Confidence interval: 1,367.97 – 1,390.25
2907 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,381.55 rating
Confidence interval: 1,374.41 – 1,388.69
7630 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,364.10 rating
Confidence interval: 1,353.42 – 1,374.79
2947 votes
- Category
- industry_mathematical
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,383.00 rating
Confidence interval: 1,371.37 – 1,394.63
2658 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,377.90 rating
Confidence interval: 1,372.26 – 1,383.53
14363 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,364.75 rating
Confidence interval: 1,358.38 – 1,371.12
10288 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,344.49 rating
Confidence interval: 1,338.64 – 1,350.35
12412 votes
- Category
- instruction_following
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / japanesehuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,333.08 rating
Confidence interval: 1,314.17 – 1,352.00
1056 votes
- Category
- japanese
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,319.14 rating
Confidence interval: 1,299.61 – 1,338.66
970 votes
- Category
- korean
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,352.03 rating
Confidence interval: 1,345.34 – 1,358.73
8535 votes
- Category
- longer_query
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,372.52 rating
Confidence interval: 1,362.23 – 1,382.82
3167 votes
- Category
- math
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,388.59 rating
Confidence interval: 1,381.40 – 1,395.79
7685 votes
- Category
- multi_turn
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,357.84 rating
Confidence interval: 1,353.06 – 1,362.62
23551 votes
- Category
- non_english
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,374.61 rating
Confidence interval: 1,370.76 – 1,378.47
44977 votes
- Category
- overall
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,368.66 rating
Confidence interval: 1,356.69 – 1,380.63
2735 votes
- Category
- polish
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,373.10 rating
Confidence interval: 1,363.57 – 1,382.63
3573 votes
- Category
- russian
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-28 · rating
DeepSeek-V3 (0324)
1,358.01 rating
Confidence interval: 1,338.72 – 1,377.30
987 votes
- Category
- spanish
- Evaluated configuration
- DeepSeek-V3 (0324)
- Evaluation type
- human preference
Run it locally
Capabilities
- Model license
- MIT
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