GPT-5.4 nano (Medium) vs GPT-5.6 Luna (Medium)

GPT-5.4 nano (Medium) vs GPT-5.6 Luna (Medium). 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 nano (Medium)GPT-5.6 Luna (Medium)Difference
Intelligence (higher is better)20.025.0+25.0% GPT-5.6 Luna (Medium) is 25.0% more intelligent
Total AA cost (lower is better)Not reported$44.32— not comparable
End-to-end time (lower is better)10.01s6.50s−35.1% GPT-5.6 Luna (Medium) is 35.1% faster
Price per 1M tokens (in / out)$0.20 / $1.25$0.20 / $1.20
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-nano-medium/gpt-5-6-luna-medium · Markdown: /api/v1/compare/gpt-5-4-nano-medium/gpt-5-6-luna-medium?format=md · llms.txt · agent skill