GPT-5.4 (Low) vs Nova 2.0 Lite (Medium)

GPT-5.4 (Low) vs Nova 2.0 Lite (Medium). 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 2.0 Lite (Medium)Not ranked · benchmark data missing
Intelligence
12.50
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 2.0 Lite (Medium)Difference
Intelligence (higher is better)27.612.5−54.7% Nova 2.0 Lite (Medium) is 54.7% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)8.88s26.65s+200.1% Nova 2.0 Lite (Medium) is 200.1% slower
Price per 1M tokens (in / out)$2.50 / $15.0$0.30 / $2.50
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGPT-5.4 (Low): what beats itNova 2.0 Lite (Medium): 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-2-0-lite-reasoning-medium · Markdown: /api/v1/compare/gpt-5-4-low/nova-2-0-lite-reasoning-medium?format=md · llms.txt · agent skill