Gemma 4 31B (Non-reasoning) vs Ministral 3 14B

Gemma 4 31B (Non-reasoning) vs Ministral 3 14B. 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 14BDifference
Intelligence (higher is better)13.96.0−56.8% Ministral 3 14B is 56.8% less intelligent
Total AA cost (lower is better)Not reported$37.56— not comparable
End-to-end time (lower is better)10.51s8.05s−23.4% Ministral 3 14B is 23.4% faster
Price per 1M tokens (in / out)$0.17 / $0.40$0.20 / $0.20
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-3-14b · Markdown: /api/v1/compare/gemma-4-31b-non-reasoning/ministral-3-14b?format=md · llms.txt · agent skill