DeepSeek V3.1 (Reasoning) vs Muse Spark Open (Xhigh)

DeepSeek V3.1 (Reasoning) vs Muse Spark Open (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.

MetricDeepSeek V3.1 (Reasoning)Muse Spark Open (Xhigh)Difference
Intelligence (higher is better)13.538.9+188.1% Muse Spark Open (Xhig… is 2.9× more intelligent
Total AA cost (lower is better)Not reported$1,184.90— not comparable
End-to-end time (lower is better)23.37s17.34s−25.8% Muse Spark Open (Xhig… is 25.8% faster
Price per 1M tokens (in / out)$0.58 / $1.68$1.25 / $4.25
Input modalitiesTextText, Image, Speech, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-1-reasoning/muse-spark-open · Markdown: /api/v1/compare/deepseek-v3-1-reasoning/muse-spark-open?format=md · llms.txt · agent skill