Gemma 4 12B (Non-reasoning) vs Mistral Large 4 Preview

Gemma 4 12B (Non-reasoning) vs Mistral Large 4 Preview. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 4 12B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
9.40
Total cost
-
MistralMistral Large 4 PreviewOff the frontier
Intelligence
38.40
Total cost
$1608
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 12B (Non-reasoning)Mistral Large 4 PreviewDifference
Intelligence (higher is better)9.438.4+308.5% Mistral Large 4 Previ… is 4.1× more intelligent
Total AA cost (lower is better)Not reported$1,607.86— not comparable
End-to-end time (lower is better)6.52s25.45s+290.3% Mistral Large 4 Previ… is 290.3% slower
Price per 1M tokens (in / out)$0.10 / $0.30$1.36 / $4.18
Input modalitiesText, Image, Speech, VideoText, Image
Open this matchup in the interactive pickerGemma 4 12B (Non-reasoning): what beats itMistral Large 4 Preview: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-12b-non-reasoning/mistral-large-4 · Markdown: /api/v1/compare/gemma-4-12b-non-reasoning/mistral-large-4?format=md · llms.txt · agent skill