Llama 3.2 Instruct 11B (Vision) vs Muse Ember (Xhigh)

Llama 3.2 Instruct 11B (Vision) vs Muse Ember (Xhigh). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetaLlama 3.2 Instruct 11B (Vision)Not ranked · benchmark data missing
Intelligence
-
Total cost
-
MetaMuse Ember (Xhigh)On the frontier
Intelligence
34.10
Total cost
$95.7
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.

MetricLlama 3.2 Instruct 11B (Vision)Muse Ember (Xhigh)Difference
Intelligence (higher is better)Not reported34.1— not comparable
Total AA cost (lower is better)Not reported$95.73— not comparable
End-to-end time (lower is better)20.98s9.48s−54.8% Muse Ember (Xhigh) is 54.8% faster
Price per 1M tokens (in / out)$0.34 / $0.34$0.10 / $0.50
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerLlama 3.2 Instruct 11B (Vision): what beats itMuse Ember (Xhigh): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/llama-3-2-instruct-11b-vision/muse-ember-xhigh · Markdown: /api/v1/compare/llama-3-2-instruct-11b-vision/muse-ember-xhigh?format=md · llms.txt · agent skill