GPT-5.4 (Non-reasoning) vs Muse Wonder (Max)
GPT-5.4 (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.
| Metric | GPT-5.4 (Non-reasoning) | Muse Wonder (Max) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 18.2 | 52.4 | +187.9% Muse Wonder (Max) is 2.9× more intelligent |
| Total AA cost (lower is better) | Not reported | $5,786.78 | — not comparable |
| End-to-end time (lower is better) | 7.59s | 43.73s | +476.2% Muse Wonder (Max) is 476.2% slower |
| Price per 1M tokens (in / out) | $2.50 / $15.0 | $4.00 / $20.0 | |
| Input modalities | Text, Image | Text, Image, Speech, Video |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-non-reasoning/muse-wonder · Markdown: /api/v1/compare/gpt-5-4-non-reasoning/muse-wonder?format=md · llms.txt · agent skill