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AI models
Not reported

trinity-large-preview

Model evaluation

Capability & preference

Human preference · Arena

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

trinity-large-preview 1338.8 trinity-large-preview · 95% interval 1334.5–1343.0 · 31,266 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

trinity-large-preview

1,353.30 rating

Confidence interval: 1,339.62 – 1,366.99

2132 votes

Category
chinese
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating

trinity-large-preview

1,381.09 rating

Confidence interval: 1,373.82 – 1,388.36

7984 votes

Category
coding
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating

trinity-large-preview

1,319.71 rating

Confidence interval: 1,310.59 – 1,328.83

4774 votes

Category
creative_writing
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating

trinity-large-preview

1,358.03 rating

Confidence interval: 1,352.23 – 1,363.83

13902 votes

Category
english
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating

trinity-large-preview

1,297.76 rating

Confidence interval: 1,291.98 – 1,303.55

23732 votes

Category
exclude_ties
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-15 · rating

trinity-large-preview

1,351.19 rating

Confidence interval: 1,339.58 – 1,362.80

2889 votes

Category
expert
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating

trinity-large-preview

1,374.46 rating

Confidence interval: 1,353.57 – 1,395.35

903 votes

Category
french
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / germanhuman preference · 2026-10-15 · rating

trinity-large-preview

1,313.11 rating

Confidence interval: 1,284.57 – 1,341.65

467 votes

Category
german
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating

trinity-large-preview

1,349.71 rating

Confidence interval: 1,344.49 – 1,354.94

19486 votes

Category
hard_prompts
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating

trinity-large-preview

1,367.04 rating

Confidence interval: 1,360.09 – 1,373.99

8984 votes

Category
hard_prompts_english
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating

trinity-large-preview

1,327.21 rating

Confidence interval: 1,318.97 – 1,335.45

6057 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating

trinity-large-preview

1,316.07 rating

Confidence interval: 1,307.86 – 1,324.28

5938 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating

trinity-large-preview

1,341.24 rating

Confidence interval: 1,328.06 – 1,354.42

2275 votes

Category
industry_legal_and_government
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating

trinity-large-preview

1,352.52 rating

Confidence interval: 1,343.84 – 1,361.20

5173 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating

trinity-large-preview

1,353.94 rating

Confidence interval: 1,339.25 – 1,368.63

1790 votes

Category
industry_mathematical
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating

trinity-large-preview

1,343.94 rating

Confidence interval: 1,330.85 – 1,357.03

2346 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating

trinity-large-preview

1,370.98 rating

Confidence interval: 1,364.82 – 1,377.14

12020 votes

Category
industry_software_and_it_services
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating

trinity-large-preview

1,328.24 rating

Confidence interval: 1,320.77 – 1,335.71

7261 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating

trinity-large-preview

1,333.91 rating

Confidence interval: 1,327.24 – 1,340.57

9758 votes

Category
instruction_following
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating

trinity-large-preview

1,289.87 rating

Confidence interval: 1,249.92 – 1,329.83

222 votes

Category
japanese
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating

trinity-large-preview

1,257.65 rating

Confidence interval: 1,229.00 – 1,286.31

470 votes

Category
korean
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating

trinity-large-preview

1,354.81 rating

Confidence interval: 1,348.40 – 1,361.22

11617 votes

Category
longer_query
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating

trinity-large-preview

1,336.05 rating

Confidence interval: 1,322.34 – 1,349.77

1990 votes

Category
math
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating

trinity-large-preview

1,342.04 rating

Confidence interval: 1,333.43 – 1,350.64

5573 votes

Category
multi_turn
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating

trinity-large-preview

1,318.43 rating

Confidence interval: 1,313.10 – 1,323.77

17364 votes

Category
non_english
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating

trinity-large-preview

1,338.77 rating

Confidence interval: 1,334.54 – 1,343.01

31266 votes

Category
overall
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating

trinity-large-preview

1,289.31 rating

Confidence interval: 1,263.76 – 1,314.86

581 votes

Category
polish
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating

trinity-large-preview

1,324.26 rating

Confidence interval: 1,314.13 – 1,334.40

3840 votes

Category
russian
Evaluated configuration
trinity-large-preview
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating

trinity-large-preview

1,357.07 rating

Confidence interval: 1,337.86 – 1,376.29

1039 votes

Category
spanish
Evaluated configuration
trinity-large-preview
Evaluation type
human preference

Run it locally

Inference · memory estimate

trinity-large-preview

Not enough verified architecture information for a reliable VRAM estimate.

Capabilities

Model license
Apache 2.0