Muse Spark 1.2 (Xhigh) vs Step 3.7 Flash

Muse Spark 1.2 (Xhigh) vs Step 3.7 Flash. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetaMuse Spark 1.2 (Xhigh)Off the frontier
Intelligence
39.60
Total cost
$1385
StepFunStep 3.7 FlashNot ranked · benchmark data missing
Intelligence
19.50
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.

MetricMuse Spark 1.2 (Xhigh)Step 3.7 FlashDifference
Intelligence (higher is better)39.619.5−50.8% Step 3.7 Flash is 50.8% less intelligent
Total AA cost (lower is better)$1,385.40Not reported— not comparable
End-to-end time (lower is better)20.85s18.37s−11.9% Step 3.7 Flash is 11.9% faster
Price per 1M tokens (in / out)$1.25 / $4.25$0.20 / $1.15
Input modalitiesText, Image, Speech, VideoText, Image
Open this matchup in the interactive pickerMuse Spark 1.2 (Xhigh): what beats itStep 3.7 Flash: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/muse-spark-1-2/step-3-7-flash · Markdown: /api/v1/compare/muse-spark-1-2/step-3-7-flash?format=md · llms.txt · agent skill