Gemma 4 31B (Non-reasoning) vs Ministral 3 3B

Gemma 4 31B (Non-reasoning) vs Ministral 3 3B. 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 (Non-reasoning)Ministral 3 3BDifference
Intelligence (higher is better)13.94.8−65.5% Ministral 3 3B is 65.5% less intelligent
Total AA cost (lower is better)Not reported$12.23— not comparable
End-to-end time (lower is better)9.85s3.07s−68.8% Ministral 3 3B is 68.8% faster
Price per 1M tokens (in / out)$0.17 / $0.40$0.10 / $0.10
Input modalitiesText, Image, VideoText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-31b-non-reasoning/ministral-3-3b · Markdown: /api/v1/compare/gemma-4-31b-non-reasoning/ministral-3-3b?format=md · llms.txt · agent skill