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

GPT-5.6 Luna (Xhigh) vs Nova 2.0 Lite (Non-reasoning). 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 (Xhigh)Nova 2.0 Lite (Non-reasoning)Difference
Intelligence (higher is better)34.68.7−74.9% Nova 2.0 Lite (Non-re… is 74.9% less intelligent
Total AA cost (lower is better)$179.33Not reported— not comparable
End-to-end time (lower is better)40.39s3.84s−90.5% Nova 2.0 Lite (Non-re… is 90.5% faster
Price per 1M tokens (in / out)$0.20 / $1.20$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-5-6-luna-xhigh/nova-2-0-lite · Markdown: /api/v1/compare/gpt-5-6-luna-xhigh/nova-2-0-lite?format=md · llms.txt · agent skill