deepseek-coder-v2
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AI modelsdeepseek-coder-v2
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 · 2026-10-15 · rating
deepseek-coder-v2
1,200.84 rating
Confidence interval: 1,185.76 – 1,215.92
1712 votes
- Category
- chinese
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,250.78 rating
Confidence interval: 1,238.91 – 1,262.66
2671 votes
- Category
- coding
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,120.11 rating
Confidence interval: 1,106.77 – 1,133.45
2271 votes
- Category
- creative_writing
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,194.40 rating
Confidence interval: 1,186.37 – 1,202.44
8140 votes
- Category
- english
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,070.14 rating
Confidence interval: 1,060.70 – 1,079.58
9900 votes
- Category
- exclude_ties
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,181.19 rating
Confidence interval: 1,159.84 – 1,202.55
769 votes
- Category
- expert
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,184.77 rating
Confidence interval: 1,143.09 – 1,226.46
207 votes
- Category
- french
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,164.31 rating
Confidence interval: 1,137.99 – 1,190.62
516 votes
- Category
- german
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,206.66 rating
Confidence interval: 1,196.89 – 1,216.43
4439 votes
- Category
- hard_prompts
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,217.17 rating
Confidence interval: 1,205.27 – 1,229.07
2699 votes
- Category
- hard_prompts_english
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,155.14 rating
Confidence interval: 1,140.63 – 1,169.64
1796 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,122.16 rating
Confidence interval: 1,109.50 – 1,134.82
2513 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,162.88 rating
Confidence interval: 1,142.53 – 1,183.24
888 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,162.63 rating
Confidence interval: 1,149.76 – 1,175.50
2552 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,232.72 rating
Confidence interval: 1,218.65 – 1,246.79
1669 votes
- Category
- industry_mathematical
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,133.24 rating
Confidence interval: 1,112.41 – 1,154.07
847 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,238.76 rating
Confidence interval: 1,228.66 – 1,248.86
4344 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,170.28 rating
Confidence interval: 1,159.49 – 1,181.07
3882 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,180.18 rating
Confidence interval: 1,171.10 – 1,189.25
5614 votes
- Category
- instruction_following
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,126.28 rating
Confidence interval: 1,094.23 – 1,158.33
345 votes
- Category
- japanese
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,104.03 rating
Confidence interval: 1,072.13 – 1,135.93
399 votes
- Category
- korean
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,218.77 rating
Confidence interval: 1,204.88 – 1,232.66
1842 votes
- Category
- longer_query
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,241.24 rating
Confidence interval: 1,227.69 – 1,254.80
1858 votes
- Category
- math
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,176.51 rating
Confidence interval: 1,164.09 – 1,188.94
2683 votes
- Category
- multi_turn
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,182.04 rating
Confidence interval: 1,173.75 – 1,190.32
7007 votes
- Category
- non_english
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,191.15 rating
Confidence interval: 1,184.82 – 1,197.49
15147 votes
- Category
- overall
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,187.75 rating
Confidence interval: 1,173.65 – 1,201.85
1823 votes
- Category
- russian
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating
deepseek-coder-v2
1,153.10 rating
Confidence interval: 1,115.46 – 1,190.74
245 votes
- Category
- spanish
- Evaluated configuration
- deepseek-coder-v2
- Evaluation type
- human preference
Run it locally
Capabilities
- Model license
- DeepSeek License
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