Grok 4.1
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AI modelsGrok 4.1
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
Grok 4.1
1,464.62 rating
Confidence interval: 1,456.02 – 1,473.22
5311 votes
- Category
- chinese
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating
Grok 4.1
1,443.72 rating
Confidence interval: 1,438.26 – 1,449.18
16002 votes
- Category
- coding
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating
Grok 4.1
1,410.96 rating
Confidence interval: 1,404.36 – 1,417.56
10072 votes
- Category
- creative_writing
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating
Grok 4.1
1,446.38 rating
Confidence interval: 1,442.00 – 1,450.76
29032 votes
- Category
- english
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating
Grok 4.1
1,430.60 rating
Confidence interval: 1,426.33 – 1,434.88
49641 votes
- Category
- exclude_ties
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-28 · rating
Grok 4.1
1,411.11 rating
Confidence interval: 1,402.56 – 1,419.65
5091 votes
- Category
- expert
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating
Grok 4.1
1,444.35 rating
Confidence interval: 1,429.11 – 1,459.59
1791 votes
- Category
- french
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating
Grok 4.1
1,446.15 rating
Confidence interval: 1,428.58 – 1,463.73
1249 votes
- Category
- german
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating
Grok 4.1
1,435.30 rating
Confidence interval: 1,431.36 – 1,439.24
39442 votes
- Category
- hard_prompts
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating
Grok 4.1
1,440.16 rating
Confidence interval: 1,434.82 – 1,445.51
17038 votes
- Category
- hard_prompts_english
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating
Grok 4.1
1,422.89 rating
Confidence interval: 1,416.95 – 1,428.83
13074 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating
Grok 4.1
1,405.46 rating
Confidence interval: 1,399.50 – 1,411.42
12943 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating
Grok 4.1
1,444.98 rating
Confidence interval: 1,436.17 – 1,453.79
5044 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating
Grok 4.1
1,442.15 rating
Confidence interval: 1,435.94 – 1,448.36
11125 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating
Grok 4.1
1,406.64 rating
Confidence interval: 1,396.40 – 1,416.89
3585 votes
- Category
- industry_mathematical
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating
Grok 4.1
1,442.00 rating
Confidence interval: 1,432.76 – 1,451.25
4568 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating
Grok 4.1
1,449.54 rating
Confidence interval: 1,444.90 – 1,454.18
24793 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating
Grok 4.1
1,406.99 rating
Confidence interval: 1,401.46 – 1,412.51
15343 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating
Grok 4.1
1,399.67 rating
Confidence interval: 1,394.66 – 1,404.69
19510 votes
- Category
- instruction_following
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / japanesehuman preference · 2026-10-28 · rating
Grok 4.1
1,397.34 rating
Confidence interval: 1,375.24 – 1,419.44
714 votes
- Category
- japanese
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-28 · rating
Grok 4.1
1,406.37 rating
Confidence interval: 1,388.07 – 1,424.67
1146 votes
- Category
- korean
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating
Grok 4.1
1,415.85 rating
Confidence interval: 1,410.89 – 1,420.81
21139 votes
- Category
- longer_query
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating
Grok 4.1
1,416.19 rating
Confidence interval: 1,407.05 – 1,425.33
4354 votes
- Category
- math
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating
Grok 4.1
1,437.45 rating
Confidence interval: 1,431.28 – 1,443.63
12420 votes
- Category
- multi_turn
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating
Grok 4.1
1,421.80 rating
Confidence interval: 1,417.92 – 1,425.69
39559 votes
- Category
- non_english
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating
Grok 4.1
1,435.96 rating
Confidence interval: 1,432.83 – 1,439.08
68599 votes
- Category
- overall
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-28 · rating
Grok 4.1
1,451.59 rating
Confidence interval: 1,438.20 – 1,464.98
2023 votes
- Category
- polish
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating
Grok 4.1
1,425.87 rating
Confidence interval: 1,418.76 – 1,432.99
7870 votes
- Category
- russian
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-28 · rating
Grok 4.1
1,425.17 rating
Confidence interval: 1,411.31 – 1,439.03
1991 votes
- Category
- spanish
- Evaluated configuration
- Grok 4.1
- Evaluation type
- human preference
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Capabilities
- Model license
- Proprietary
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