grok-4.1-thinking
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AI modelsgrok-4.1-thinking
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
grok-4.1-thinking
1,451.20 rating
Confidence interval: 1,442.51 – 1,459.89
5063 votes
- Category
- chinese
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,445.10 rating
Confidence interval: 1,439.62 – 1,450.58
15421 votes
- Category
- coding
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,403.52 rating
Confidence interval: 1,397.00 – 1,410.03
10145 votes
- Category
- creative_writing
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,442.62 rating
Confidence interval: 1,438.27 – 1,446.96
28201 votes
- Category
- english
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,430.93 rating
Confidence interval: 1,426.68 – 1,435.18
49071 votes
- Category
- exclude_ties
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,417.50 rating
Confidence interval: 1,408.80 – 1,426.19
4933 votes
- Category
- expert
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,447.91 rating
Confidence interval: 1,432.38 – 1,463.44
1716 votes
- Category
- french
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,439.17 rating
Confidence interval: 1,421.19 – 1,457.15
1144 votes
- Category
- german
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,433.14 rating
Confidence interval: 1,429.20 – 1,437.09
38533 votes
- Category
- hard_prompts
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,435.56 rating
Confidence interval: 1,430.26 – 1,440.86
16633 votes
- Category
- hard_prompts_english
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,415.79 rating
Confidence interval: 1,409.89 – 1,421.69
12793 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,406.84 rating
Confidence interval: 1,400.87 – 1,412.81
12775 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,437.74 rating
Confidence interval: 1,428.96 – 1,446.52
4923 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,436.64 rating
Confidence interval: 1,430.45 – 1,442.84
11136 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,414.48 rating
Confidence interval: 1,403.87 – 1,425.09
3255 votes
- Category
- industry_mathematical
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,450.20 rating
Confidence interval: 1,440.81 – 1,459.59
4484 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,450.67 rating
Confidence interval: 1,445.99 – 1,455.34
23784 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,404.33 rating
Confidence interval: 1,398.83 – 1,409.83
15309 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,394.98 rating
Confidence interval: 1,389.95 – 1,400.01
19318 votes
- Category
- instruction_following
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,375.91 rating
Confidence interval: 1,351.97 – 1,399.85
641 votes
- Category
- japanese
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,394.58 rating
Confidence interval: 1,375.92 – 1,413.25
1123 votes
- Category
- korean
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,406.84 rating
Confidence interval: 1,401.89 – 1,411.79
21143 votes
- Category
- longer_query
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,421.91 rating
Confidence interval: 1,412.30 – 1,431.51
3950 votes
- Category
- math
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,430.43 rating
Confidence interval: 1,424.30 – 1,436.55
12245 votes
- Category
- multi_turn
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,425.11 rating
Confidence interval: 1,421.18 – 1,429.04
38307 votes
- Category
- non_english
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,436.50 rating
Confidence interval: 1,433.36 – 1,439.64
66509 votes
- Category
- overall
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,454.89 rating
Confidence interval: 1,441.18 – 1,468.61
1940 votes
- Category
- polish
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,433.78 rating
Confidence interval: 1,426.68 – 1,440.89
7940 votes
- Category
- russian
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating
grok-4.1-thinking
1,438.27 rating
Confidence interval: 1,424.11 – 1,452.44
1949 votes
- Category
- spanish
- Evaluated configuration
- grok-4.1-thinking
- Evaluation type
- human preference
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