Olmo-3.1-32B-Instruct
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 modelsOlmo-3.1-32B-Instruct
AI model
- Context window
- 65,536 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
Olmo-3.1-32B-Instruct
1,303.99 rating
Confidence interval: 1,283.34 – 1,324.63
875 votes
- Category
- chinese
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,346.92 rating
Confidence interval: 1,335.09 – 1,358.75
2459 votes
- Category
- coding
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,264.64 rating
Confidence interval: 1,249.94 – 1,279.34
1725 votes
- Category
- creative_writing
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,353.48 rating
Confidence interval: 1,344.63 – 1,362.32
4596 votes
- Category
- english
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,250.22 rating
Confidence interval: 1,241.20 – 1,259.24
8455 votes
- Category
- exclude_ties
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,308.37 rating
Confidence interval: 1,286.63 – 1,330.12
760 votes
- Category
- expert
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,329.22 rating
Confidence interval: 1,294.05 – 1,364.38
324 votes
- Category
- french
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,281.81 rating
Confidence interval: 1,244.20 – 1,319.41
245 votes
- Category
- german
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,322.02 rating
Confidence interval: 1,314.20 – 1,329.84
6341 votes
- Category
- hard_prompts
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,352.51 rating
Confidence interval: 1,340.56 – 1,364.45
2426 votes
- Category
- hard_prompts_english
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,317.39 rating
Confidence interval: 1,304.76 – 1,330.02
2135 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,270.32 rating
Confidence interval: 1,257.25 – 1,283.39
2080 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,331.23 rating
Confidence interval: 1,311.48 – 1,350.97
885 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,316.48 rating
Confidence interval: 1,302.39 – 1,330.57
1867 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,346.37 rating
Confidence interval: 1,318.91 – 1,373.84
439 votes
- Category
- industry_mathematical
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,286.32 rating
Confidence interval: 1,263.83 – 1,308.81
784 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,349.27 rating
Confidence interval: 1,339.85 – 1,358.70
3959 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,275.48 rating
Confidence interval: 1,263.76 – 1,287.20
2662 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,298.95 rating
Confidence interval: 1,288.36 – 1,309.55
3211 votes
- Category
- instruction_following
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,205.66 rating
Confidence interval: 1,159.13 – 1,252.19
183 votes
- Category
- korean
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,312.66 rating
Confidence interval: 1,301.86 – 1,323.45
2954 votes
- Category
- longer_query
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,304.46 rating
Confidence interval: 1,281.75 – 1,327.17
693 votes
- Category
- math
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,309.76 rating
Confidence interval: 1,296.53 – 1,322.99
2138 votes
- Category
- multi_turn
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,275.13 rating
Confidence interval: 1,267.59 – 1,282.68
7209 votes
- Category
- non_english
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,311.24 rating
Confidence interval: 1,305.15 – 1,317.33
11805 votes
- Category
- overall
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,220.18 rating
Confidence interval: 1,186.92 – 1,253.43
384 votes
- Category
- polish
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,267.57 rating
Confidence interval: 1,252.91 – 1,282.22
1689 votes
- Category
- russian
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-28 · rating
Olmo-3.1-32B-Instruct
1,336.21 rating
Confidence interval: 1,305.58 – 1,366.84
375 votes
- Category
- spanish
- Evaluated configuration
- Olmo 3.1 32B Instruct
- Evaluation type
- human preference
Arena text preference / chinesehuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,304.15 rating
Confidence interval: 1,283.50 – 1,324.80
875 votes
- Category
- chinese
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,346.68 rating
Confidence interval: 1,334.87 – 1,358.50
2469 votes
- Category
- coding
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,264.54 rating
Confidence interval: 1,249.83 – 1,279.25
1724 votes
- Category
- creative_writing
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,353.36 rating
Confidence interval: 1,344.52 – 1,362.21
4596 votes
- Category
- english
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,250.22 rating
Confidence interval: 1,241.20 – 1,259.24
8465 votes
- Category
- exclude_ties
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,307.62 rating
Confidence interval: 1,285.88 – 1,329.37
762 votes
- Category
- expert
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,328.83 rating
Confidence interval: 1,293.65 – 1,364.02
324 votes
- Category
- french
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,281.60 rating
Confidence interval: 1,243.98 – 1,319.23
245 votes
- Category
- german
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,321.88 rating
Confidence interval: 1,314.06 – 1,329.70
6354 votes
- Category
- hard_prompts
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,352.17 rating
Confidence interval: 1,340.22 – 1,364.11
2426 votes
- Category
- hard_prompts_english
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,317.43 rating
Confidence interval: 1,304.79 – 1,330.07
2134 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,269.46 rating
Confidence interval: 1,256.39 – 1,282.53
2084 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,331.17 rating
Confidence interval: 1,311.42 – 1,350.92
885 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,316.70 rating
Confidence interval: 1,302.60 – 1,330.79
1866 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,346.47 rating
Confidence interval: 1,319.00 – 1,373.95
439 votes
- Category
- industry_mathematical
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,286.39 rating
Confidence interval: 1,263.89 – 1,308.88
784 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,349.42 rating
Confidence interval: 1,340.01 – 1,358.83
3972 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,275.69 rating
Confidence interval: 1,263.97 – 1,287.42
2661 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,299.03 rating
Confidence interval: 1,288.46 – 1,309.61
3220 votes
- Category
- instruction_following
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,205.71 rating
Confidence interval: 1,159.15 – 1,252.26
183 votes
- Category
- korean
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,312.48 rating
Confidence interval: 1,301.68 – 1,323.27
2963 votes
- Category
- longer_query
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,304.44 rating
Confidence interval: 1,281.72 – 1,327.16
693 votes
- Category
- math
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,309.61 rating
Confidence interval: 1,296.39 – 1,322.82
2142 votes
- Category
- multi_turn
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,275.24 rating
Confidence interval: 1,267.69 – 1,282.78
7221 votes
- Category
- non_english
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,311.14 rating
Confidence interval: 1,305.05 – 1,317.23
11817 votes
- Category
- overall
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,220.14 rating
Confidence interval: 1,186.88 – 1,253.41
384 votes
- Category
- polish
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,268.35 rating
Confidence interval: 1,253.72 – 1,282.98
1693 votes
- Category
- russian
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating
Olmo-3.1-32B-Instruct
1,335.60 rating
Confidence interval: 1,305.06 – 1,366.14
377 votes
- Category
- spanish
- Evaluated configuration
- olmo-3.1-32b-instruct
- Evaluation type
- human preference
Run it locally
Capabilities
- Context window
- 65,536 tokens
- Open weights
- Yes
- Model license
- apache-2.0
- Checkpoint tensor payload
- 60.04 GiB
Input modalities
- text
Output modalities
- text
Processing & platform
- Architecture
- olmo3
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