DeepSeek-V4-Flash Preview (High)
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AI modelsDeepSeek-V4-Flash Preview (High)
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-V4-Flash Preview (High)
1,467.39 rating
Confidence interval: 1,456.03 – 1,478.74
2971 votes
- Category
- chinese
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,440.17 rating
Confidence interval: 1,433.95 – 1,446.39
15235 votes
- Category
- coding
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,398.48 rating
Confidence interval: 1,391.01 – 1,405.95
8642 votes
- Category
- creative_writing
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,434.69 rating
Confidence interval: 1,429.40 – 1,439.98
22996 votes
- Category
- english
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,414.01 rating
Confidence interval: 1,408.76 – 1,419.26
39392 votes
- Category
- exclude_ties
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,436.34 rating
Confidence interval: 1,427.58 – 1,445.11
5331 votes
- Category
- expert
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,435.84 rating
Confidence interval: 1,420.72 – 1,450.97
1949 votes
- Category
- french
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,415.35 rating
Confidence interval: 1,394.87 – 1,435.84
902 votes
- Category
- german
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,431.54 rating
Confidence interval: 1,426.73 – 1,436.34
34668 votes
- Category
- hard_prompts
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,438.56 rating
Confidence interval: 1,432.47 – 1,444.65
16078 votes
- Category
- hard_prompts_english
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,410.43 rating
Confidence interval: 1,403.52 – 1,417.35
10631 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,393.62 rating
Confidence interval: 1,386.79 – 1,400.46
11451 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,439.18 rating
Confidence interval: 1,429.35 – 1,449.01
4089 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,437.11 rating
Confidence interval: 1,429.79 – 1,444.42
8482 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,426.29 rating
Confidence interval: 1,414.53 – 1,438.05
2827 votes
- Category
- industry_mathematical
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,437.23 rating
Confidence interval: 1,426.88 – 1,447.59
3743 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,442.71 rating
Confidence interval: 1,437.21 – 1,448.21
21326 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,408.48 rating
Confidence interval: 1,401.99 – 1,414.97
12770 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,417.14 rating
Confidence interval: 1,411.29 – 1,422.98
18064 votes
- Category
- instruction_following
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / japanesehuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,404.85 rating
Confidence interval: 1,380.25 – 1,429.46
641 votes
- Category
- japanese
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,358.29 rating
Confidence interval: 1,337.59 – 1,378.99
943 votes
- Category
- korean
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,423.92 rating
Confidence interval: 1,418.37 – 1,429.46
23474 votes
- Category
- longer_query
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,425.36 rating
Confidence interval: 1,413.48 – 1,437.23
2625 votes
- Category
- math
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,431.58 rating
Confidence interval: 1,424.30 – 1,438.87
9226 votes
- Category
- multi_turn
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,409.52 rating
Confidence interval: 1,404.53 – 1,414.51
28765 votes
- Category
- non_english
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,424.31 rating
Confidence interval: 1,420.22 – 1,428.40
51763 votes
- Category
- overall
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,418.01 rating
Confidence interval: 1,399.72 – 1,436.31
1030 votes
- Category
- polish
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,425.01 rating
Confidence interval: 1,416.47 – 1,433.56
5781 votes
- Category
- russian
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-28 · rating
DeepSeek-V4-Flash Preview (High)
1,418.31 rating
Confidence interval: 1,401.93 – 1,434.69
1476 votes
- Category
- spanish
- Evaluated configuration
- DeepSeek-V4-Flash Preview (High)
- Evaluation type
- human preference
Run it locally
Capabilities
- Model license
- MIT
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