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Muse Wonder (Max)

Model evaluation

Capability & preference

Human preference · Arena

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

Muse Wonder (Max) 1499.2 Muse Wonder (Max) · 95% interval 1491.9–1506.5 · 7,749 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

Muse Wonder (Max)

1,531.06 rating

Confidence interval: 1,508.29 – 1,553.84

647 votes

Category
chinese
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,518.44 rating

Confidence interval: 1,504.57 – 1,532.32

1902 votes

Category
coding
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,488.30 rating

Confidence interval: 1,473.13 – 1,503.46

1736 votes

Category
creative_writing
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,504.81 rating

Confidence interval: 1,493.59 – 1,516.03

3050 votes

Category
english
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,515.93 rating

Confidence interval: 1,505.80 – 1,526.05

5636 votes

Category
exclude_ties
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,505.63 rating

Confidence interval: 1,485.69 – 1,525.58

826 votes

Category
expert
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,506.63 rating

Confidence interval: 1,473.75 – 1,539.51

342 votes

Category
french
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,506.94 rating

Confidence interval: 1,497.88 – 1,516.00

4834 votes

Category
hard_prompts
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,509.78 rating

Confidence interval: 1,495.85 – 1,523.71

1945 votes

Category
hard_prompts_english
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,487.33 rating

Confidence interval: 1,470.76 – 1,503.90

1282 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,483.57 rating

Confidence interval: 1,469.51 – 1,497.62

2016 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,509.10 rating

Confidence interval: 1,484.51 – 1,533.69

629 votes

Category
industry_legal_and_government
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,505.08 rating

Confidence interval: 1,487.96 – 1,522.20

1241 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,499.39 rating

Confidence interval: 1,472.98 – 1,525.79

478 votes

Category
industry_mathematical
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,513.89 rating

Confidence interval: 1,488.30 – 1,539.49

526 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,515.45 rating

Confidence interval: 1,503.87 – 1,527.04

2785 votes

Category
industry_software_and_it_services
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,493.07 rating

Confidence interval: 1,479.92 – 1,506.22

2289 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,493.62 rating

Confidence interval: 1,481.75 – 1,505.48

2723 votes

Category
instruction_following
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,495.07 rating

Confidence interval: 1,484.25 – 1,505.88

3397 votes

Category
longer_query
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,477.45 rating

Confidence interval: 1,449.90 – 1,505.00

418 votes

Category
math
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,505.07 rating

Confidence interval: 1,487.00 – 1,523.14

1107 votes

Category
multi_turn
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,490.21 rating

Confidence interval: 1,481.08 – 1,499.34

4690 votes

Category
non_english
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,499.17 rating

Confidence interval: 1,491.87 – 1,506.46

7749 votes

Category
overall
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,517.89 rating

Confidence interval: 1,499.63 – 1,536.14

1077 votes

Category
russian
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-28 · rating

Muse Wonder (Max)

1,462.73 rating

Confidence interval: 1,429.01 – 1,496.44

278 votes

Category
spanish
Evaluated configuration
Muse Wonder (Max)
Evaluation type
human preference

Run it locally

Inference · memory estimate

Muse Wonder (Max)

Not enough verified architecture information for a reliable VRAM estimate.

Capabilities

Model license
Proprietary