GPT-5.4 nano (Non-reasoning) vs Muse Glimmer (High)

GPT-5.4 nano (Non-reasoning) vs Muse Glimmer (High). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-5.4 nano (Non-reasoning)Not ranked · benchmark data missing
Intelligence
11.70
Total cost
-
MetaMuse Glimmer (High)Off the frontier
Intelligence
17.50
Total cost
$146
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.

MetricGPT-5.4 nano (Non-reasoning)Muse Glimmer (High)Difference
Intelligence (higher is better)11.717.5+49.6% Muse Glimmer (High) is 49.6% more intelligent
Total AA cost (lower is better)Not reported$145.77— not comparable
End-to-end time (lower is better)3.58s25.20s+603.9% Muse Glimmer (High) is 603.9% slower
Price per 1M tokens (in / out)$0.20 / $1.25$0.30 / $1.20
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGPT-5.4 nano (Non-reasoning): what beats itMuse Glimmer (High): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-nano-non-reasoning/muse-glimmer · Markdown: /api/v1/compare/gpt-5-4-nano-non-reasoning/muse-glimmer?format=md · llms.txt · agent skill