GPT-5.3 Codex (Xhigh) vs Muse Spark 1.1 (Xhigh)

GPT-5.3 Codex (Xhigh) vs Muse Spark 1.1 (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-5.3 Codex (Xhigh)Muse Spark 1.1 (Xhigh)Difference
Intelligence (higher is better)32.533.7+3.7% Muse Spark 1.1 (Xhigh) is 3.7% more intelligent
Total AA cost (lower is better)Not reported$1,737.18— not comparable
End-to-end time (lower is better)59.96s20.40s−66.0% Muse Spark 1.1 (Xhigh) is 66.0% faster
Price per 1M tokens (in / out)$1.75 / $14.0$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-5-3-codex/muse-spark-1-1 · Markdown: /api/v1/compare/gpt-5-3-codex/muse-spark-1-1?format=md · llms.txt · agent skill