Muse Spark 1.2 (Xhigh) vs Qwen3.5 4B (Non-reasoning)

Muse Spark 1.2 (Xhigh) vs Qwen3.5 4B (Non-reasoning). 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.

MetricMuse Spark 1.2 (Xhigh)Qwen3.5 4B (Non-reasoning)Difference
Intelligence (higher is better)39.610.8−72.7% Qwen3.5 4B (Non-reaso… is 72.7% less intelligent
Total AA cost (lower is better)$1,714.78Not reported— not comparable
End-to-end time (lower is better)19.96s29.25s+46.5% Qwen3.5 4B (Non-reaso… is 46.5% slower
Price per 1M tokens (in / out)$1.25 / $4.25$0.03 / $0.15
Input modalitiesText, Image, Speech, VideoText, Image, Video
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-non-reasoning · Markdown: /api/v1/compare/muse-spark-1-2/qwen3-5-4b-non-reasoning?format=md · llms.txt · agent skill