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

GPT-5.4 mini (Medium) vs Nova 2.0 Lite (Low). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

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 (Medium)Nova 2.0 Lite (Low)Difference
Intelligence (higher is better)19.711.8−40.1% Nova 2.0 Lite (Low) is 40.1% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)7.30s23.77s+225.6% Nova 2.0 Lite (Low) is 225.6% slower
Price per 1M tokens (in / out)$0.75 / $4.50$0.30 / $2.50
Input modalitiesText, ImageText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-mini-medium/nova-2-0-lite-reasoning-low · Markdown: /api/v1/compare/gpt-5-4-mini-medium/nova-2-0-lite-reasoning-low?format=md · llms.txt · agent skill