Muse Spark 1.1 (Xhigh) vs Qwen3 Coder 30B A3B Instruct

Muse Spark 1.1 (Xhigh) vs Qwen3 Coder 30B A3B Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetaMuse Spark 1.1 (Xhigh)Off the frontier
Intelligence
33.70
Total cost
$1737
AlibabaQwen3 Coder 30B A3B InstructNot ranked · benchmark data missing
Intelligence
9.60
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 1.1 (Xhigh)Qwen3 Coder 30B A3B InstructDifference
Intelligence (higher is better)33.79.6−71.5% Qwen3 Coder 30B A3B I… is 71.5% less intelligent
Total AA cost (lower is better)$1,737.18Not reported— not comparable
End-to-end time (lower is better)20.40s2.89s−85.8% Qwen3 Coder 30B A3B I… is 85.8% faster
Price per 1M tokens (in / out)$1.25 / $4.25$0.19 / $0.77
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerMuse Spark 1.1 (Xhigh): what beats itQwen3 Coder 30B A3B Instruct: what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/muse-spark-1-1/qwen3-coder-30b-a3b-instruct · Markdown: /api/v1/compare/muse-spark-1-1/qwen3-coder-30b-a3b-instruct?format=md · llms.txt · agent skill