GPT-5.4 mini (Medium) vs Muse Spark 1.2 (Xhigh)

GPT-5.4 mini (Medium) vs Muse Spark 1.2 (Xhigh). 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-5.4 mini (Medium)Muse Spark 1.2 (Xhigh)Difference
Intelligence (higher is better)19.739.6+101.0% Muse Spark 1.2 (Xhigh) is 2.0× more intelligent
Total AA cost (lower is better)Not reported$1,385.40— not comparable
End-to-end time (lower is better)7.30s20.60s+182.2% Muse Spark 1.2 (Xhigh) is 182.2% slower
Price per 1M tokens (in / out)$0.75 / $4.50$1.25 / $4.25
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-5-4-mini-medium/muse-spark-1-2 · Markdown: /api/v1/compare/gpt-5-4-mini-medium/muse-spark-1-2?format=md · llms.txt · agent skill