DeepSeek-V3.2-Exp
Not enough verified architecture information for a reliable VRAM estimate.
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AI modelsDeepSeek-V3.2-Exp
AI model Released
- Context window
- 163,840 tokens
- Open weights
- Yes
Capability & preference
General capability · ECI
A cross-benchmark capability estimate. Index points, not a percentage; intervals show uncertainty.
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-V3.2-Exp
1,461.57 rating
Confidence interval: 1,443.60 – 1,479.54
1031 votes
- Category
- chinese
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,435.04 rating
Confidence interval: 1,423.52 – 1,446.57
2549 votes
- Category
- coding
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,403.21 rating
Confidence interval: 1,388.76 – 1,417.67
1664 votes
- Category
- creative_writing
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,440.35 rating
Confidence interval: 1,431.68 – 1,449.01
5043 votes
- Category
- english
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,413.80 rating
Confidence interval: 1,405.05 – 1,422.55
8416 votes
- Category
- exclude_ties
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,403.49 rating
Confidence interval: 1,381.44 – 1,425.55
664 votes
- Category
- expert
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,433.78 rating
Confidence interval: 1,394.34 – 1,473.23
227 votes
- Category
- french
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,439.68 rating
Confidence interval: 1,402.89 – 1,476.47
227 votes
- Category
- german
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,428.90 rating
Confidence interval: 1,421.01 – 1,436.79
6582 votes
- Category
- hard_prompts
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,436.94 rating
Confidence interval: 1,425.91 – 1,447.97
2766 votes
- Category
- hard_prompts_english
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,412.22 rating
Confidence interval: 1,399.78 – 1,424.65
2249 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,407.10 rating
Confidence interval: 1,394.71 – 1,419.48
2185 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,406.48 rating
Confidence interval: 1,386.18 – 1,426.78
796 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,430.16 rating
Confidence interval: 1,416.87 – 1,443.45
1937 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,415.01 rating
Confidence interval: 1,392.69 – 1,437.33
636 votes
- Category
- industry_mathematical
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,427.37 rating
Confidence interval: 1,403.91 – 1,450.82
596 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,435.88 rating
Confidence interval: 1,426.45 – 1,445.31
4145 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,407.32 rating
Confidence interval: 1,395.93 – 1,418.70
2662 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,400.69 rating
Confidence interval: 1,390.49 – 1,410.89
3392 votes
- Category
- instruction_following
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / japanesehuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,331.49 rating
Confidence interval: 1,282.00 – 1,380.97
148 votes
- Category
- japanese
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,370.23 rating
Confidence interval: 1,330.66 – 1,409.80
212 votes
- Category
- korean
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,417.49 rating
Confidence interval: 1,406.86 – 1,428.13
3061 votes
- Category
- longer_query
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,418.28 rating
Confidence interval: 1,398.31 – 1,438.26
793 votes
- Category
- math
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,421.41 rating
Confidence interval: 1,408.49 – 1,434.34
1992 votes
- Category
- multi_turn
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,404.16 rating
Confidence interval: 1,396.35 – 1,411.96
6919 votes
- Category
- non_english
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,422.16 rating
Confidence interval: 1,415.82 – 1,428.49
11996 votes
- Category
- overall
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,420.15 rating
Confidence interval: 1,392.63 – 1,447.66
440 votes
- Category
- polish
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,403.16 rating
Confidence interval: 1,386.70 – 1,419.62
1174 votes
- Category
- russian
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-28 · rating
DeepSeek-V3.2-Exp
1,441.18 rating
Confidence interval: 1,410.32 – 1,472.04
355 votes
- Category
- spanish
- Evaluated configuration
- DeepSeek-V3.2-Exp
- Evaluation type
- human preference
Arena text preference / chinesehuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,461.34 rating
Confidence interval: 1,443.36 – 1,479.31
1030 votes
- Category
- chinese
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,435.22 rating
Confidence interval: 1,423.70 – 1,446.73
2552 votes
- Category
- coding
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,403.73 rating
Confidence interval: 1,389.28 – 1,418.17
1665 votes
- Category
- creative_writing
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,440.23 rating
Confidence interval: 1,431.56 – 1,448.89
5047 votes
- Category
- english
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,413.85 rating
Confidence interval: 1,405.10 – 1,422.60
8420 votes
- Category
- exclude_ties
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,403.50 rating
Confidence interval: 1,381.48 – 1,425.53
665 votes
- Category
- expert
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,433.28 rating
Confidence interval: 1,393.81 – 1,472.75
227 votes
- Category
- french
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,439.64 rating
Confidence interval: 1,402.84 – 1,476.44
227 votes
- Category
- german
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,428.85 rating
Confidence interval: 1,420.97 – 1,436.74
6584 votes
- Category
- hard_prompts
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,436.90 rating
Confidence interval: 1,425.87 – 1,447.93
2766 votes
- Category
- hard_prompts_english
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,412.10 rating
Confidence interval: 1,399.67 – 1,424.54
2250 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,407.26 rating
Confidence interval: 1,394.87 – 1,419.65
2184 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,406.39 rating
Confidence interval: 1,386.10 – 1,426.67
798 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,430.24 rating
Confidence interval: 1,416.95 – 1,443.54
1939 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,414.40 rating
Confidence interval: 1,392.07 – 1,436.73
635 votes
- Category
- industry_mathematical
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,427.42 rating
Confidence interval: 1,403.96 – 1,450.88
596 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,436.00 rating
Confidence interval: 1,426.58 – 1,445.42
4148 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,407.52 rating
Confidence interval: 1,396.14 – 1,418.90
2663 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,400.70 rating
Confidence interval: 1,390.50 – 1,410.90
3391 votes
- Category
- instruction_following
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,331.25 rating
Confidence interval: 1,281.75 – 1,380.74
148 votes
- Category
- japanese
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,372.08 rating
Confidence interval: 1,332.66 – 1,411.49
212 votes
- Category
- korean
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,417.62 rating
Confidence interval: 1,406.99 – 1,428.25
3064 votes
- Category
- longer_query
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,418.18 rating
Confidence interval: 1,398.21 – 1,438.15
793 votes
- Category
- math
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,421.49 rating
Confidence interval: 1,408.56 – 1,434.43
1992 votes
- Category
- multi_turn
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,404.27 rating
Confidence interval: 1,396.46 – 1,412.07
6923 votes
- Category
- non_english
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,422.18 rating
Confidence interval: 1,415.84 – 1,428.51
12004 votes
- Category
- overall
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,420.09 rating
Confidence interval: 1,392.57 – 1,447.61
440 votes
- Category
- polish
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,403.62 rating
Confidence interval: 1,387.15 – 1,420.09
1173 votes
- Category
- russian
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating
DeepSeek-V3.2-Exp
1,440.07 rating
Confidence interval: 1,409.18 – 1,470.96
354 votes
- Category
- spanish
- Evaluated configuration
- deepseek-v3.2-exp
- Evaluation type
- human preference
Run it locally
Capabilities
- Context window
- 163,840 tokens
- Open weights
- Yes
- Model license
- mit
Input modalities
- text
Output modalities
- text
Processing & platform
- Architecture
- deepseek_v32
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* Provisional data