Muse Ember (Xhigh) vs Qwen3 VL 30B A3B Instruct

Muse Ember (Xhigh) vs Qwen3 VL 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 Ember (Xhigh)On the frontier
Intelligence
34.10
Total cost
$95.7
AlibabaQwen3 VL 30B A3B InstructNot ranked · benchmark data missing
Intelligence
-
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 Ember (Xhigh)Qwen3 VL 30B A3B InstructDifference
Intelligence (higher is better)34.1Not reported— not comparable
Total AA cost (lower is better)$95.73Not reported— not comparable
End-to-end time (lower is better)7.89s23.01s+191.6% Qwen3 VL 30B A3B Inst… is 191.6% slower
Price per 1M tokens (in / out)$0.10 / $0.50$0.35 / $0.60
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerMuse Ember (Xhigh): what beats itQwen3 VL 30B A3B Instruct: 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-ember-xhigh/qwen3-vl-30b-a3b-instruct · Markdown: /api/v1/compare/muse-ember-xhigh/qwen3-vl-30b-a3b-instruct?format=md · llms.txt · agent skill