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muse-glimmer

Model evaluation

Capability & preference

Human preference · Arena

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

muse-glimmer 1388.9 muse-glimmer · 95% interval 1379.3–1398.6 · 3,897 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

muse-glimmer

1,412.27 rating

Confidence interval: 1,380.45 – 1,444.10

346 votes

Category
chinese
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating

muse-glimmer

1,416.22 rating

Confidence interval: 1,398.23 – 1,434.20

1117 votes

Category
coding
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating

muse-glimmer

1,337.36 rating

Confidence interval: 1,314.81 – 1,359.92

736 votes

Category
creative_writing
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating

muse-glimmer

1,387.24 rating

Confidence interval: 1,372.29 – 1,402.20

1600 votes

Category
english
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating

muse-glimmer

1,365.21 rating

Confidence interval: 1,351.96 – 1,378.47

2897 votes

Category
exclude_ties
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-15 · rating

muse-glimmer

1,389.37 rating

Confidence interval: 1,360.99 – 1,417.75

458 votes

Category
expert
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating

muse-glimmer

1,396.47 rating

Confidence interval: 1,384.57 – 1,408.38

2580 votes

Category
hard_prompts
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating

muse-glimmer

1,400.52 rating

Confidence interval: 1,382.03 – 1,419.01

1037 votes

Category
hard_prompts_english
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating

muse-glimmer

1,404.26 rating

Confidence interval: 1,382.46 – 1,426.06

731 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating

muse-glimmer

1,344.24 rating

Confidence interval: 1,324.43 – 1,364.05

981 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating

muse-glimmer

1,385.60 rating

Confidence interval: 1,351.75 – 1,419.46

301 votes

Category
industry_legal_and_government
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating

muse-glimmer

1,385.73 rating

Confidence interval: 1,362.79 – 1,408.68

667 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating

muse-glimmer

1,379.56 rating

Confidence interval: 1,342.03 – 1,417.10

246 votes

Category
industry_mathematical
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating

muse-glimmer

1,395.73 rating

Confidence interval: 1,359.09 – 1,432.38

267 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating

muse-glimmer

1,413.10 rating

Confidence interval: 1,398.20 – 1,428.01

1599 votes

Category
industry_software_and_it_services
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating

muse-glimmer

1,355.31 rating

Confidence interval: 1,335.90 – 1,374.72

986 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating

muse-glimmer

1,374.83 rating

Confidence interval: 1,358.72 – 1,390.95

1378 votes

Category
instruction_following
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating

muse-glimmer

1,381.09 rating

Confidence interval: 1,366.61 – 1,395.56

1802 votes

Category
longer_query
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating

muse-glimmer

1,417.45 rating

Confidence interval: 1,378.72 – 1,456.17

225 votes

Category
math
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating

muse-glimmer

1,399.34 rating

Confidence interval: 1,375.09 – 1,423.59

617 votes

Category
multi_turn
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating

muse-glimmer

1,383.76 rating

Confidence interval: 1,371.37 – 1,396.15

2297 votes

Category
non_english
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating

muse-glimmer

1,388.91 rating

Confidence interval: 1,379.26 – 1,398.55

3897 votes

Category
overall
Evaluated configuration
muse-glimmer
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating

muse-glimmer

1,389.74 rating

Confidence interval: 1,360.95 – 1,418.53

391 votes

Category
russian
Evaluated configuration
muse-glimmer
Evaluation type
human preference

Run it locally

Inference · memory estimate

muse-glimmer

Not enough verified architecture information for a reliable VRAM estimate.

Capabilities

Model license
Apache-2.0