GPT-5.6 Luna (Non-reasoning) vs Nova 2.0 Lite (Medium)

GPT-5.6 Luna (Non-reasoning) 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.

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-5.6 Luna (Non-reasoning)Nova 2.0 Lite (Medium)Difference
Intelligence (higher is better)15.512.5−19.4% Nova 2.0 Lite (Medium) is 19.4% less intelligent
Total AA cost (lower is better)$22.97Not reported— not comparable
End-to-end time (lower is better)4.98s28.47s+471.7% Nova 2.0 Lite (Medium) is 471.7% slower
Price per 1M tokens (in / out)$0.20 / $1.20$0.30 / $2.50
Input modalitiesText, ImageText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-6-luna-non-reasoning/nova-2-0-lite-reasoning-medium · Markdown: /api/v1/compare/gpt-5-6-luna-non-reasoning/nova-2-0-lite-reasoning-medium?format=md · llms.txt · agent skill