gemma-4-31B
Stored tensors can include buffers and repeated shared weights. A verified unique parameter count is unavailable. Checkpoint size is not the memory required to run the model.
GeekRadar / The comparison desk
COMPARE.
AI modelsgemma-4-31B
AI model
- Context window
- 262,144 tokens
- Open weights
- Yes
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
gemma-4-31B
1,475.38 rating
Confidence interval: 1,450.44 – 1,500.32
522 votes
- Category
- chinese
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating
gemma-4-31B
1,459.13 rating
Confidence interval: 1,444.11 – 1,474.16
1411 votes
- Category
- coding
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating
gemma-4-31B
1,416.24 rating
Confidence interval: 1,397.58 – 1,434.89
971 votes
- Category
- creative_writing
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating
gemma-4-31B
1,450.98 rating
Confidence interval: 1,439.17 – 1,462.78
2329 votes
- Category
- english
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating
gemma-4-31B
1,441.56 rating
Confidence interval: 1,430.82 – 1,452.29
4222 votes
- Category
- exclude_ties
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-28 · rating
gemma-4-31B
1,464.63 rating
Confidence interval: 1,439.86 – 1,489.41
502 votes
- Category
- expert
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating
gemma-4-31B
1,435.75 rating
Confidence interval: 1,400.83 – 1,470.67
268 votes
- Category
- french
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating
gemma-4-31B
1,447.66 rating
Confidence interval: 1,438.05 – 1,457.28
3563 votes
- Category
- hard_prompts
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating
gemma-4-31B
1,456.37 rating
Confidence interval: 1,440.67 – 1,472.08
1329 votes
- Category
- hard_prompts_english
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating
gemma-4-31B
1,430.21 rating
Confidence interval: 1,413.56 – 1,446.87
1179 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating
gemma-4-31B
1,404.76 rating
Confidence interval: 1,387.21 – 1,422.31
1092 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating
gemma-4-31B
1,438.07 rating
Confidence interval: 1,412.02 – 1,464.12
452 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating
gemma-4-31B
1,456.95 rating
Confidence interval: 1,438.16 – 1,475.75
932 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating
gemma-4-31B
1,465.10 rating
Confidence interval: 1,435.73 – 1,494.48
343 votes
- Category
- industry_mathematical
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating
gemma-4-31B
1,450.44 rating
Confidence interval: 1,422.57 – 1,478.31
422 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating
gemma-4-31B
1,463.30 rating
Confidence interval: 1,451.31 – 1,475.30
2217 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating
gemma-4-31B
1,431.93 rating
Confidence interval: 1,416.66 – 1,447.21
1427 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating
gemma-4-31B
1,433.59 rating
Confidence interval: 1,419.98 – 1,447.20
1799 votes
- Category
- instruction_following
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating
gemma-4-31B
1,445.83 rating
Confidence interval: 1,432.42 – 1,459.24
1796 votes
- Category
- longer_query
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating
gemma-4-31B
1,464.16 rating
Confidence interval: 1,437.53 – 1,490.80
429 votes
- Category
- math
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating
gemma-4-31B
1,451.87 rating
Confidence interval: 1,434.68 – 1,469.06
1124 votes
- Category
- multi_turn
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating
gemma-4-31B
1,430.80 rating
Confidence interval: 1,421.54 – 1,440.06
3809 votes
- Category
- non_english
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating
gemma-4-31B
1,442.96 rating
Confidence interval: 1,435.56 – 1,450.36
6138 votes
- Category
- overall
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-28 · rating
gemma-4-31B
1,431.28 rating
Confidence interval: 1,393.77 – 1,468.79
203 votes
- Category
- polish
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating
gemma-4-31B
1,460.76 rating
Confidence interval: 1,441.16 – 1,480.37
825 votes
- Category
- russian
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-28 · rating
gemma-4-31B
1,443.57 rating
Confidence interval: 1,408.18 – 1,478.95
253 votes
- Category
- spanish
- Evaluated configuration
- Gemma 4 31B
- Evaluation type
- human preference
Arena text preference / chinesehuman preference · 2026-10-15 · rating
gemma-4-31B
1,475.33 rating
Confidence interval: 1,450.38 – 1,500.27
522 votes
- Category
- chinese
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating
gemma-4-31B
1,459.22 rating
Confidence interval: 1,444.25 – 1,474.19
1418 votes
- Category
- coding
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating
gemma-4-31B
1,415.44 rating
Confidence interval: 1,396.81 – 1,434.07
974 votes
- Category
- creative_writing
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating
gemma-4-31B
1,451.01 rating
Confidence interval: 1,439.22 – 1,462.81
2332 votes
- Category
- english
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating
gemma-4-31B
1,441.53 rating
Confidence interval: 1,430.80 – 1,452.26
4227 votes
- Category
- exclude_ties
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-15 · rating
gemma-4-31B
1,464.46 rating
Confidence interval: 1,439.63 – 1,489.29
501 votes
- Category
- expert
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating
gemma-4-31B
1,435.32 rating
Confidence interval: 1,400.51 – 1,470.13
269 votes
- Category
- french
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating
gemma-4-31B
1,447.75 rating
Confidence interval: 1,438.15 – 1,457.35
3573 votes
- Category
- hard_prompts
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating
gemma-4-31B
1,456.36 rating
Confidence interval: 1,440.67 – 1,472.04
1332 votes
- Category
- hard_prompts_english
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating
gemma-4-31B
1,430.60 rating
Confidence interval: 1,413.95 – 1,447.25
1180 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating
gemma-4-31B
1,404.10 rating
Confidence interval: 1,386.57 – 1,421.63
1095 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating
gemma-4-31B
1,438.61 rating
Confidence interval: 1,412.53 – 1,464.70
452 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating
gemma-4-31B
1,457.27 rating
Confidence interval: 1,438.48 – 1,476.05
933 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating
gemma-4-31B
1,464.99 rating
Confidence interval: 1,435.76 – 1,494.21
345 votes
- Category
- industry_mathematical
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating
gemma-4-31B
1,450.56 rating
Confidence interval: 1,422.68 – 1,478.44
422 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating
gemma-4-31B
1,463.43 rating
Confidence interval: 1,451.46 – 1,475.40
2224 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating
gemma-4-31B
1,431.11 rating
Confidence interval: 1,415.85 – 1,446.37
1429 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating
gemma-4-31B
1,433.48 rating
Confidence interval: 1,419.88 – 1,447.07
1803 votes
- Category
- instruction_following
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating
gemma-4-31B
1,446.18 rating
Confidence interval: 1,432.79 – 1,459.58
1801 votes
- Category
- longer_query
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating
gemma-4-31B
1,464.23 rating
Confidence interval: 1,437.65 – 1,490.82
430 votes
- Category
- math
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating
gemma-4-31B
1,452.15 rating
Confidence interval: 1,434.96 – 1,469.35
1124 votes
- Category
- multi_turn
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating
gemma-4-31B
1,430.65 rating
Confidence interval: 1,421.40 – 1,439.90
3815 votes
- Category
- non_english
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating
gemma-4-31B
1,442.86 rating
Confidence interval: 1,435.47 – 1,450.26
6147 votes
- Category
- overall
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating
gemma-4-31B
1,431.20 rating
Confidence interval: 1,393.67 – 1,468.74
203 votes
- Category
- polish
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating
gemma-4-31B
1,460.72 rating
Confidence interval: 1,441.13 – 1,480.31
827 votes
- Category
- russian
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating
gemma-4-31B
1,443.36 rating
Confidence interval: 1,407.96 – 1,478.76
253 votes
- Category
- spanish
- Evaluated configuration
- gemma-4-31b
- Evaluation type
- human preference
Run it locally
Capabilities
- Context window
- 262,144 tokens
- Open weights
- Yes
- Model license
- apache-2.0
- Checkpoint tensor payload
- 58.25 GiB
Input modalities
- text
- image
Output modalities
- text
Processing & platform
- Architecture
- gemma4
0 selected Compare 0