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AI models
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Starling LM 7B Alpha

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 Alpha 1107.6 Starling LM 7B Alpha · 95% interval 1099.7–1115.5 · 10,224 votes · 2026-10-28

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

Starling LM 7B Alpha

1,045.16 rating

Confidence interval: 1,023.59 – 1,066.73

858 votes

Category
chinese
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,097.22 rating

Confidence interval: 1,081.03 – 1,113.42

1397 votes

Category
coding
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,098.88 rating

Confidence interval: 1,083.58 – 1,114.18

1701 votes

Category
creative_writing
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,138.66 rating

Confidence interval: 1,129.70 – 1,147.62

7238 votes

Category
english
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

944.85 rating

Confidence interval: 933.32 – 956.38

6748 votes

Category
exclude_ties
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,033.04 rating

Confidence interval: 1,002.44 – 1,063.64

318 votes

Category
expert
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,085.34 rating

Confidence interval: 1,041.92 – 1,128.75

210 votes

Category
french
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,025.29 rating

Confidence interval: 983.12 – 1,067.46

199 votes

Category
german
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,075.23 rating

Confidence interval: 1,062.74 – 1,087.72

2471 votes

Category
hard_prompts
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,094.65 rating

Confidence interval: 1,080.61 – 1,108.69

1894 votes

Category
hard_prompts_english
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,072.56 rating

Confidence interval: 1,052.24 – 1,092.88

841 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,082.33 rating

Confidence interval: 1,067.08 – 1,097.58

1622 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,122.23 rating

Confidence interval: 1,095.38 – 1,149.08

504 votes

Category
industry_legal_and_government
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,109.70 rating

Confidence interval: 1,094.62 – 1,124.77

1854 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,082.12 rating

Confidence interval: 1,064.91 – 1,099.34

1103 votes

Category
industry_mathematical
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,111.37 rating

Confidence interval: 1,086.03 – 1,136.71

568 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,091.27 rating

Confidence interval: 1,078.36 – 1,104.18

2610 votes

Category
industry_software_and_it_services
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,098.25 rating

Confidence interval: 1,085.27 – 1,111.23

2509 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,069.78 rating

Confidence interval: 1,058.51 – 1,081.05

3316 votes

Category
instruction_following
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,080.79 rating

Confidence interval: 1,058.18 – 1,103.40

666 votes

Category
longer_query
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,081.46 rating

Confidence interval: 1,065.86 – 1,097.06

1300 votes

Category
math
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,085.03 rating

Confidence interval: 1,067.67 – 1,102.40

1270 votes

Category
multi_turn
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,055.48 rating

Confidence interval: 1,043.38 – 1,067.58

2986 votes

Category
non_english
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,107.64 rating

Confidence interval: 1,099.73 – 1,115.54

10224 votes

Category
overall
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating

Starling LM 7B Alpha

1,095.33 rating

Confidence interval: 1,068.25 – 1,122.40

410 votes

Category
russian
Evaluated configuration
Starling LM 7B Alpha
Evaluation type
human preference

Run it locally

Inference · memory estimate

Starling LM 7B Alpha

Not enough verified architecture information for a reliable VRAM estimate.

Capabilities

Model license
CC-BY-NC-4.0