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gpt-4-1106-preview

Model evaluation

Capability & preference

Human preference · Arena

Overall text preferences from head-to-head votes. Not factual accuracy or a task-success rate.

gpt-4-1106-preview 1263.4 gpt-4-1106-preview · 95% interval 1259.5–1267.3 · 100,105 votes · 2026-10-15

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

gpt-4-1106-preview

1,242.41 rating

Confidence interval: 1,232.42 – 1,252.39

9150 votes

Category
chinese
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,253.82 rating

Confidence interval: 1,246.47 – 1,261.17

15605 votes

Category
coding
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,244.14 rating

Confidence interval: 1,236.23 – 1,252.04

15576 votes

Category
creative_writing
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,277.05 rating

Confidence interval: 1,272.17 – 1,281.93

64698 votes

Category
english
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,173.88 rating

Confidence interval: 1,167.96 – 1,179.81

69044 votes

Category
exclude_ties
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,211.14 rating

Confidence interval: 1,199.23 – 1,223.05

4240 votes

Category
expert
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,282.75 rating

Confidence interval: 1,261.39 – 1,304.10

1734 votes

Category
french
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / germanhuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,250.57 rating

Confidence interval: 1,235.05 – 1,266.08

2503 votes

Category
german
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,241.07 rating

Confidence interval: 1,235.09 – 1,247.06

26242 votes

Category
hard_prompts
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,253.64 rating

Confidence interval: 1,246.57 – 1,260.71

18316 votes

Category
hard_prompts_english
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,210.97 rating

Confidence interval: 1,202.24 – 1,219.71

9573 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,242.55 rating

Confidence interval: 1,234.84 – 1,250.25

15221 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,249.01 rating

Confidence interval: 1,237.57 – 1,260.46

5572 votes

Category
industry_legal_and_government
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,254.82 rating

Confidence interval: 1,247.21 – 1,262.42

17680 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,270.06 rating

Confidence interval: 1,261.85 – 1,278.28

11549 votes

Category
industry_mathematical
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,224.22 rating

Confidence interval: 1,212.34 – 1,236.10

5514 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,250.11 rating

Confidence interval: 1,243.87 – 1,256.35

26445 votes

Category
industry_software_and_it_services
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,264.38 rating

Confidence interval: 1,257.88 – 1,270.87

24682 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,240.47 rating

Confidence interval: 1,234.86 – 1,246.07

34416 votes

Category
instruction_following
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,209.22 rating

Confidence interval: 1,190.55 – 1,227.90

1422 votes

Category
japanese
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,183.93 rating

Confidence interval: 1,162.56 – 1,205.30

1292 votes

Category
korean
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,235.78 rating

Confidence interval: 1,227.37 – 1,244.19

9140 votes

Category
longer_query
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,269.15 rating

Confidence interval: 1,261.32 – 1,276.98

13306 votes

Category
math
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,256.66 rating

Confidence interval: 1,248.88 – 1,264.43

14867 votes

Category
multi_turn
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,245.65 rating

Confidence interval: 1,240.25 – 1,251.06

35407 votes

Category
non_english
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,263.40 rating

Confidence interval: 1,259.54 – 1,267.26

100105 votes

Category
overall
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,326.48 rating

Confidence interval: 1,270.45 – 1,382.51

193 votes

Category
polish
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,251.36 rating

Confidence interval: 1,242.18 – 1,260.53

7053 votes

Category
russian
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating

gpt-4-1106-preview

1,260.89 rating

Confidence interval: 1,238.85 – 1,282.92

1472 votes

Category
spanish
Evaluated configuration
gpt-4-1106-preview
Evaluation type
human preference

Run it locally

Inference · memory estimate

gpt-4-1106-preview

Not enough verified architecture information for a reliable VRAM estimate.

Capabilities

Model license
Proprietary