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AI models
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starling-lm-7b-beta

Model evaluation

Capability & preference

Human preference · Arena

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

starling-lm-7b-beta 1132.0 starling-lm-7b-beta · 95% interval 1124.7–1139.3 · 16,056 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

starling-lm-7b-beta

1,113.95 rating

Confidence interval: 1,099.15 – 1,128.75

2863 votes

Category
chinese
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,142.48 rating

Confidence interval: 1,129.80 – 1,155.15

2948 votes

Category
coding
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,095.51 rating

Confidence interval: 1,081.17 – 1,109.85

2376 votes

Category
creative_writing
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,161.86 rating

Confidence interval: 1,153.03 – 1,170.69

9101 votes

Category
english
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating

starling-lm-7b-beta

985.60 rating

Confidence interval: 974.88 – 996.32

10737 votes

Category
exclude_ties
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,083.77 rating

Confidence interval: 1,064.08 – 1,103.47

952 votes

Category
expert
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,116.21 rating

Confidence interval: 1,076.93 – 1,155.50

248 votes

Category
french
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / germanhuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,081.13 rating

Confidence interval: 1,050.20 – 1,112.07

367 votes

Category
german
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,118.33 rating

Confidence interval: 1,107.68 – 1,128.97

4525 votes

Category
hard_prompts
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,130.79 rating

Confidence interval: 1,118.20 – 1,143.38

2864 votes

Category
hard_prompts_english
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,103.86 rating

Confidence interval: 1,087.66 – 1,120.07

1650 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,084.89 rating

Confidence interval: 1,070.30 – 1,099.49

2204 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,150.95 rating

Confidence interval: 1,129.91 – 1,171.98

878 votes

Category
industry_legal_and_government
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,141.82 rating

Confidence interval: 1,128.15 – 1,155.48

2912 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,129.29 rating

Confidence interval: 1,114.71 – 1,143.86

1816 votes

Category
industry_mathematical
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,129.28 rating

Confidence interval: 1,107.81 – 1,150.75

853 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,141.51 rating

Confidence interval: 1,130.61 – 1,152.41

4831 votes

Category
industry_software_and_it_services
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,111.16 rating

Confidence interval: 1,099.11 – 1,123.22

4016 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,095.62 rating

Confidence interval: 1,085.65 – 1,105.59

5765 votes

Category
instruction_following
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,000.53 rating

Confidence interval: 956.68 – 1,044.38

181 votes

Category
japanese
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,103.88 rating

Confidence interval: 1,088.54 – 1,119.22

1676 votes

Category
longer_query
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,124.39 rating

Confidence interval: 1,110.56 – 1,138.22

1973 votes

Category
math
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,111.17 rating

Confidence interval: 1,096.20 – 1,126.15

2151 votes

Category
multi_turn
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,097.01 rating

Confidence interval: 1,087.28 – 1,106.73

6955 votes

Category
non_english
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,132.00 rating

Confidence interval: 1,124.72 – 1,139.29

16056 votes

Category
overall
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating

starling-lm-7b-beta

1,102.55 rating

Confidence interval: 1,086.39 – 1,118.71

1405 votes

Category
russian
Evaluated configuration
starling-lm-7b-beta
Evaluation type
human preference

Run it locally

Inference · memory estimate

starling-lm-7b-beta

Not enough verified architecture information for a reliable VRAM estimate.

Capabilities

Model license
Apache-2.0