gemma-3n-E4B-it
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-3n-E4B-it
AI model Released
- Context window
- 32,768 tokens
- Maximum output
- 32,768 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-3n-E4B-it
1,308.80 rating
Confidence interval: 1,293.20 – 1,324.40
1489 votes
- Category
- chinese
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,268.11 rating
Confidence interval: 1,257.87 – 1,278.35
3488 votes
- Category
- coding
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,286.83 rating
Confidence interval: 1,275.71 – 1,297.94
2853 votes
- Category
- creative_writing
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,321.33 rating
Confidence interval: 1,314.70 – 1,327.96
10096 votes
- Category
- english
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,244.91 rating
Confidence interval: 1,237.83 – 1,251.99
15702 votes
- Category
- exclude_ties
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,245.53 rating
Confidence interval: 1,227.50 – 1,263.55
1076 votes
- Category
- expert
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,330.35 rating
Confidence interval: 1,297.33 – 1,363.38
327 votes
- Category
- french
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,311.42 rating
Confidence interval: 1,289.76 – 1,333.08
719 votes
- Category
- german
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,283.85 rating
Confidence interval: 1,276.77 – 1,290.93
8472 votes
- Category
- hard_prompts
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,291.60 rating
Confidence interval: 1,282.14 – 1,301.06
4113 votes
- Category
- hard_prompts_english
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,295.10 rating
Confidence interval: 1,284.60 – 1,305.61
3270 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,262.49 rating
Confidence interval: 1,253.02 – 1,271.96
3873 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,309.44 rating
Confidence interval: 1,293.70 – 1,325.17
1389 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,323.48 rating
Confidence interval: 1,313.50 – 1,333.46
3677 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,272.75 rating
Confidence interval: 1,257.04 – 1,288.47
1402 votes
- Category
- industry_mathematical
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,320.43 rating
Confidence interval: 1,303.94 – 1,336.92
1322 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,307.41 rating
Confidence interval: 1,299.61 – 1,315.21
6412 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,286.92 rating
Confidence interval: 1,278.20 – 1,295.64
4862 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,255.11 rating
Confidence interval: 1,246.55 – 1,263.68
4972 votes
- Category
- instruction_following
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / japanesehuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,271.58 rating
Confidence interval: 1,249.02 – 1,294.13
734 votes
- Category
- japanese
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,259.76 rating
Confidence interval: 1,233.25 – 1,286.26
514 votes
- Category
- korean
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,275.83 rating
Confidence interval: 1,264.89 – 1,286.76
2878 votes
- Category
- longer_query
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,250.77 rating
Confidence interval: 1,235.88 – 1,265.65
1562 votes
- Category
- math
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,276.33 rating
Confidence interval: 1,265.85 – 1,286.82
3283 votes
- Category
- multi_turn
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,285.02 rating
Confidence interval: 1,278.81 – 1,291.24
12034 votes
- Category
- non_english
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,305.59 rating
Confidence interval: 1,300.43 – 1,310.75
22136 votes
- Category
- overall
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,285.43 rating
Confidence interval: 1,271.20 – 1,299.67
1920 votes
- Category
- polish
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,288.34 rating
Confidence interval: 1,274.25 – 1,302.44
1630 votes
- Category
- russian
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-28 · rating
gemma-3n-E4B-it
1,304.76 rating
Confidence interval: 1,276.16 – 1,333.35
451 votes
- Category
- spanish
- Evaluated configuration
- Gemma 3n E4B IT
- Evaluation type
- human preference
Arena text preference / chinesehuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,308.95 rating
Confidence interval: 1,293.35 – 1,324.55
1489 votes
- Category
- chinese
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,268.20 rating
Confidence interval: 1,257.96 – 1,278.44
3488 votes
- Category
- coding
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,286.91 rating
Confidence interval: 1,275.79 – 1,298.03
2852 votes
- Category
- creative_writing
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,321.30 rating
Confidence interval: 1,314.67 – 1,327.93
10096 votes
- Category
- english
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,244.92 rating
Confidence interval: 1,237.85 – 1,252.00
15704 votes
- Category
- exclude_ties
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,245.58 rating
Confidence interval: 1,227.55 – 1,263.60
1076 votes
- Category
- expert
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,329.89 rating
Confidence interval: 1,296.86 – 1,362.93
327 votes
- Category
- french
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,311.38 rating
Confidence interval: 1,289.70 – 1,333.06
718 votes
- Category
- german
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,283.78 rating
Confidence interval: 1,276.69 – 1,290.86
8469 votes
- Category
- hard_prompts
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,291.51 rating
Confidence interval: 1,282.06 – 1,300.97
4113 votes
- Category
- hard_prompts_english
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,295.17 rating
Confidence interval: 1,284.67 – 1,305.67
3270 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,262.35 rating
Confidence interval: 1,252.87 – 1,271.82
3872 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,309.19 rating
Confidence interval: 1,293.45 – 1,324.92
1389 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,323.51 rating
Confidence interval: 1,313.53 – 1,333.50
3676 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,272.79 rating
Confidence interval: 1,257.08 – 1,288.51
1402 votes
- Category
- industry_mathematical
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,320.40 rating
Confidence interval: 1,303.89 – 1,336.92
1320 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,307.53 rating
Confidence interval: 1,299.73 – 1,315.33
6412 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,286.86 rating
Confidence interval: 1,278.14 – 1,295.59
4861 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,255.05 rating
Confidence interval: 1,246.47 – 1,263.62
4969 votes
- Category
- instruction_following
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,271.41 rating
Confidence interval: 1,248.88 – 1,293.94
734 votes
- Category
- japanese
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,259.22 rating
Confidence interval: 1,232.63 – 1,285.81
512 votes
- Category
- korean
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,275.89 rating
Confidence interval: 1,264.95 – 1,286.83
2877 votes
- Category
- longer_query
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,250.80 rating
Confidence interval: 1,235.91 – 1,265.68
1562 votes
- Category
- math
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,276.34 rating
Confidence interval: 1,265.85 – 1,286.83
3282 votes
- Category
- multi_turn
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,285.07 rating
Confidence interval: 1,278.85 – 1,291.28
12035 votes
- Category
- non_english
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,305.57 rating
Confidence interval: 1,300.42 – 1,310.73
22137 votes
- Category
- overall
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,285.35 rating
Confidence interval: 1,271.12 – 1,299.58
1921 votes
- Category
- polish
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,288.35 rating
Confidence interval: 1,274.26 – 1,302.44
1632 votes
- Category
- russian
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating
gemma-3n-E4B-it
1,304.67 rating
Confidence interval: 1,276.07 – 1,333.27
451 votes
- Category
- spanish
- Evaluated configuration
- gemma-3n-e4b-it
- Evaluation type
- human preference
Run it locally
Capabilities
- Context window
- 32,768 tokens
- Maximum output
- 32,768 tokens
- Reasoning
- No
- Tool calling
- No
- Open weights
- Yes
- Knowledge cutoff
- 2024-06
- Model license
- gemma
- Checkpoint tensor payload
- 14.62 GiB
Input modalities
- text
- image
- audio
Output modalities
- text
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