Muse Spark 1.2 (Xhigh) vs Qwen3.5 4B (Reasoning)

Muse Spark 1.2 (Xhigh) vs Qwen3.5 4B (Reasoning). 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
AlibabaQwen3.5 4B (Reasoning)Not ranked · benchmark data missing
Intelligence
13.10
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)Qwen3.5 4B (Reasoning)Difference
Intelligence (higher is better)39.613.1−66.9% Qwen3.5 4B (Reasoning) is 66.9% less intelligent
Total AA cost (lower is better)$1,385.40Not reported— not comparable
End-to-end time (lower is better)22.03s133.39s+505.5% Qwen3.5 4B (Reasoning) is 505.5% slower
Price per 1M tokens (in / out)$1.25 / $4.25$0.03 / $0.15
Input modalitiesText, Image, Speech, VideoText, Image, Video
Open this matchup in the interactive pickerMuse Spark 1.2 (Xhigh): what beats itQwen3.5 4B (Reasoning): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/muse-spark-1-2/qwen3-5-4b · Markdown: /api/v1/compare/muse-spark-1-2/qwen3-5-4b?format=md · llms.txt · agent skill