GPT-5.4 nano (Xhigh) vs Muse Spark

GPT-5.4 nano (Xhigh) vs Muse Spark. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-5.4 nano (Xhigh)Off the frontier
Intelligence
20.70
Total cost
$331
MetaMuse SparkNot ranked · benchmark data missing
Intelligence
31.30
Total cost
-
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 nano (Xhigh)Muse SparkDifference
Intelligence (higher is better)20.731.3+51.2% Muse Spark is 51.2% more intelligent
Total AA cost (lower is better)$331.24Not reported— not comparable
End-to-end time (lower is better)53.29sNot reported— not comparable
Price per 1M tokens (in / out)$0.20 / $1.25—
Input modalitiesText, ImageText, Image, Speech
Open this matchup in the interactive pickerGPT-5.4 nano (Xhigh): what beats itMuse Spark: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-nano/muse-spark · Markdown: /api/v1/compare/gpt-5-4-nano/muse-spark?format=md · llms.txt · agent skill