Gemma 4 31B (Reasoning) vs GPT-6 Luna (Max)

Gemma 4 31B (Reasoning) vs GPT-6 Luna (Max). 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.

MetricGemma 4 31B (Reasoning)GPT-6 Luna (Max)Difference
Intelligence (higher is better)Not reported27.8— not comparable
Total AA cost (lower is better)Not reported$136.06— not comparable
End-to-end time (lower is better)64.23s78.02s+21.5% GPT-6 Luna (Max) is 21.5% slower
Price per 1M tokens (in / out)$0.00 / $0.00$0.10 / $0.50
Input modalitiesText, Image, VideoText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-31b/gpt-6-luna · Markdown: /api/v1/compare/gemma-4-31b/gpt-6-luna?format=md · llms.txt · agent skill