GPT-5.1 (Non-reasoning) vs Muse Wonder (Max)

GPT-5.1 (Non-reasoning) vs Muse Wonder (Max). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Verdict

Comparison incomplete

A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetricGPT-5.1 (Non-reasoning)Muse Wonder (Max)Difference
Intelligence (higher is better)13.352.4+294.0% Muse Wonder (Max) is 3.9× more intelligent
Total AA cost (lower is better)Not reported$5,786.78— not comparable
End-to-end time (lower is better)4.81s43.73s+809.1% Muse Wonder (Max) is 809.1% slower
Price per 1M tokens (in / out)$1.25 / $10.0$4.00 / $20.0
Input modalitiesText, ImageText, Image, Speech, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-1-non-reasoning/muse-wonder · Markdown: /api/v1/compare/gpt-5-1-non-reasoning/muse-wonder?format=md · llms.txt · agent skill