GPT-5.4 (Low) vs Nova Lite

GPT-5.4 (Low) 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 (Low)Not ranked · benchmark data missing
Intelligence
27.60
Total cost
-
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 (Low)Nova LiteDifference
Intelligence (higher is better)27.66.7−75.7% Nova Lite is 75.7% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)9.05s3.80s−58.0% Nova Lite is 58.0% faster
Price per 1M tokens (in / out)$2.50 / $15.0$0.06 / $0.24
Input modalitiesText, ImageText, Image, Video
Open this matchup in the interactive pickerGPT-5.4 (Low): what beats itNova Lite: 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-low/nova-lite · Markdown: /api/v1/compare/gpt-5-4-low/nova-lite?format=md · llms.txt · agent skill