GPT-5.4 mini (Xhigh) vs Nova Lite

GPT-5.4 mini (Xhigh) vs Nova Lite. 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 mini (Xhigh)Off the frontier
Intelligence
24.10
Total cost
$1524
AmazonNova LiteNot ranked · benchmark data missing
Intelligence
6.70
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.

MetricGPT-5.4 mini (Xhigh)Nova LiteDifference
Intelligence (higher is better)24.16.7−72.2% Nova Lite is 72.2% less intelligent
Total AA cost (lower is better)$1,524.02Not reported— not comparable
End-to-end time (lower is better)115.72s3.80s−96.7% Nova Lite is 96.7% faster
Price per 1M tokens (in / out)$0.75 / $4.50$0.06 / $0.24
Input modalitiesText, ImageText, Image, Video
Open this matchup in the interactive pickerGPT-5.4 mini (Xhigh): what beats itNova Lite: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-mini/nova-lite · Markdown: /api/v1/compare/gpt-5-4-mini/nova-lite?format=md · llms.txt · agent skill