Gemma 2 27B
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 2 27B
AI model Released
- Context window
- 8,192 tokens
- Maximum output
- 2,048 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 2 27B
1,220.89 rating
Confidence interval: 1,212.09 – 1,229.70
6872 votes
- Category
- chinese
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating
Gemma 2 27B
1,210.64 rating
Confidence interval: 1,204.29 – 1,216.99
12088 votes
- Category
- coding
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating
Gemma 2 27B
1,240.33 rating
Confidence interval: 1,233.49 – 1,247.17
11429 votes
- Category
- creative_writing
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating
Gemma 2 27B
1,241.90 rating
Confidence interval: 1,237.60 – 1,246.19
41283 votes
- Category
- english
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating
Gemma 2 27B
1,128.53 rating
Confidence interval: 1,123.34 – 1,133.72
47955 votes
- Category
- exclude_ties
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-28 · rating
Gemma 2 27B
1,171.25 rating
Confidence interval: 1,160.80 – 1,181.70
4025 votes
- Category
- expert
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating
Gemma 2 27B
1,247.75 rating
Confidence interval: 1,224.42 – 1,271.08
793 votes
- Category
- french
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating
Gemma 2 27B
1,208.93 rating
Confidence interval: 1,194.31 – 1,223.54
2037 votes
- Category
- german
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating
Gemma 2 27B
1,198.23 rating
Confidence interval: 1,193.04 – 1,203.41
20494 votes
- Category
- hard_prompts
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating
Gemma 2 27B
1,205.75 rating
Confidence interval: 1,199.47 – 1,212.04
12606 votes
- Category
- hard_prompts_english
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating
Gemma 2 27B
1,207.57 rating
Confidence interval: 1,199.97 – 1,215.18
8733 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating
Gemma 2 27B
1,212.41 rating
Confidence interval: 1,205.98 – 1,218.84
12280 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating
Gemma 2 27B
1,241.21 rating
Confidence interval: 1,230.79 – 1,251.64
4458 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating
Gemma 2 27B
1,228.06 rating
Confidence interval: 1,221.50 – 1,234.63
12863 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating
Gemma 2 27B
1,221.42 rating
Confidence interval: 1,214.20 – 1,228.65
8869 votes
- Category
- industry_mathematical
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating
Gemma 2 27B
1,197.57 rating
Confidence interval: 1,186.25 – 1,208.89
3862 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating
Gemma 2 27B
1,227.80 rating
Confidence interval: 1,222.36 – 1,233.24
19950 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating
Gemma 2 27B
1,248.66 rating
Confidence interval: 1,243.15 – 1,254.16
20390 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating
Gemma 2 27B
1,205.85 rating
Confidence interval: 1,201.11 – 1,210.60
29545 votes
- Category
- instruction_following
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / japanesehuman preference · 2026-10-28 · rating
Gemma 2 27B
1,175.54 rating
Confidence interval: 1,159.61 – 1,191.47
1808 votes
- Category
- japanese
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-28 · rating
Gemma 2 27B
1,173.77 rating
Confidence interval: 1,154.49 – 1,193.06
1440 votes
- Category
- korean
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating
Gemma 2 27B
1,230.25 rating
Confidence interval: 1,223.36 – 1,237.14
9918 votes
- Category
- longer_query
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating
Gemma 2 27B
1,211.97 rating
Confidence interval: 1,205.10 – 1,218.84
10170 votes
- Category
- math
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating
Gemma 2 27B
1,223.70 rating
Confidence interval: 1,217.17 – 1,230.23
13588 votes
- Category
- multi_turn
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating
Gemma 2 27B
1,216.86 rating
Confidence interval: 1,212.42 – 1,221.31
34471 votes
- Category
- non_english
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating
Gemma 2 27B
1,231.35 rating
Confidence interval: 1,227.98 – 1,234.73
75754 votes
- Category
- overall
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-28 · rating
Gemma 2 27B
1,277.17 rating
Confidence interval: 1,204.06 – 1,350.28
58 votes
- Category
- polish
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating
Gemma 2 27B
1,233.70 rating
Confidence interval: 1,226.48 – 1,240.92
9678 votes
- Category
- russian
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-28 · rating
Gemma 2 27B
1,228.26 rating
Confidence interval: 1,205.49 – 1,251.03
845 votes
- Category
- spanish
- Evaluated configuration
- Gemma 2 27B IT
- Evaluation type
- human preference
Arena text preference / chinesehuman preference · 2026-10-15 · rating
Gemma 2 27B
1,220.94 rating
Confidence interval: 1,212.13 – 1,229.75
6872 votes
- Category
- chinese
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating
Gemma 2 27B
1,210.74 rating
Confidence interval: 1,204.39 – 1,217.09
12088 votes
- Category
- coding
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating
Gemma 2 27B
1,240.49 rating
Confidence interval: 1,233.65 – 1,247.33
11429 votes
- Category
- creative_writing
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating
Gemma 2 27B
1,241.85 rating
Confidence interval: 1,237.55 – 1,246.14
41283 votes
- Category
- english
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating
Gemma 2 27B
1,128.54 rating
Confidence interval: 1,123.35 – 1,133.73
47955 votes
- Category
- exclude_ties
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-15 · rating
Gemma 2 27B
1,171.29 rating
Confidence interval: 1,160.83 – 1,181.75
4025 votes
- Category
- expert
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating
Gemma 2 27B
1,247.44 rating
Confidence interval: 1,224.10 – 1,270.78
793 votes
- Category
- french
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-10-15 · rating
Gemma 2 27B
1,208.93 rating
Confidence interval: 1,194.37 – 1,223.48
2037 votes
- Category
- german
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating
Gemma 2 27B
1,198.22 rating
Confidence interval: 1,193.04 – 1,203.40
20494 votes
- Category
- hard_prompts
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating
Gemma 2 27B
1,205.64 rating
Confidence interval: 1,199.35 – 1,211.93
12606 votes
- Category
- hard_prompts_english
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating
Gemma 2 27B
1,207.61 rating
Confidence interval: 1,200.01 – 1,215.22
8733 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating
Gemma 2 27B
1,212.47 rating
Confidence interval: 1,206.04 – 1,218.90
12280 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating
Gemma 2 27B
1,240.96 rating
Confidence interval: 1,230.53 – 1,251.38
4458 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating
Gemma 2 27B
1,228.04 rating
Confidence interval: 1,221.48 – 1,234.61
12863 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating
Gemma 2 27B
1,221.42 rating
Confidence interval: 1,214.20 – 1,228.64
8869 votes
- Category
- industry_mathematical
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating
Gemma 2 27B
1,197.63 rating
Confidence interval: 1,186.31 – 1,208.95
3862 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating
Gemma 2 27B
1,227.89 rating
Confidence interval: 1,222.45 – 1,233.32
19950 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating
Gemma 2 27B
1,248.72 rating
Confidence interval: 1,243.21 – 1,254.23
20390 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating
Gemma 2 27B
1,205.86 rating
Confidence interval: 1,201.12 – 1,210.61
29545 votes
- Category
- instruction_following
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating
Gemma 2 27B
1,175.38 rating
Confidence interval: 1,159.53 – 1,191.22
1808 votes
- Category
- japanese
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating
Gemma 2 27B
1,173.81 rating
Confidence interval: 1,154.56 – 1,193.07
1440 votes
- Category
- korean
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating
Gemma 2 27B
1,230.29 rating
Confidence interval: 1,223.40 – 1,237.19
9918 votes
- Category
- longer_query
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating
Gemma 2 27B
1,211.93 rating
Confidence interval: 1,205.07 – 1,218.80
10170 votes
- Category
- math
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating
Gemma 2 27B
1,223.69 rating
Confidence interval: 1,217.16 – 1,230.23
13588 votes
- Category
- multi_turn
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating
Gemma 2 27B
1,216.96 rating
Confidence interval: 1,212.51 – 1,221.40
34471 votes
- Category
- non_english
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating
Gemma 2 27B
1,231.34 rating
Confidence interval: 1,227.97 – 1,234.71
75754 votes
- Category
- overall
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating
Gemma 2 27B
1,277.27 rating
Confidence interval: 1,204.05 – 1,350.49
58 votes
- Category
- polish
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating
Gemma 2 27B
1,233.85 rating
Confidence interval: 1,226.63 – 1,241.07
9678 votes
- Category
- russian
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating
Gemma 2 27B
1,228.18 rating
Confidence interval: 1,205.39 – 1,250.98
845 votes
- Category
- spanish
- Evaluated configuration
- gemma-2-27b-it
- Evaluation type
- human preference
Run it locally
API cost
Standard text-token estimate. Excludes taxes, caching, batch discounts, reasoning and multimodal surcharges. Provider limits and regional availability may differ.
Gemma 2 27B
Capabilities
- Context window
- 8,192 tokens
- Maximum output
- 2,048 tokens
- Reasoning
- No
- Tool calling
- No
- Open weights
- Yes
- Knowledge cutoff
- 2024-06-30
- Checkpoint tensor payload
- 50.71 GiB
Input modalities
- text
Output modalities
- text
0 selected Compare 0