Devstral 2 vs Gemma 4 12B (Non-reasoning)

Devstral 2 vs Gemma 4 12B (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MistralDevstral 2Not ranked · benchmark data missing
Intelligence
8.60
Total cost
-
GoogleGemma 4 12B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
9.40
Total cost
-
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.

MetricDevstral 2Gemma 4 12B (Non-reasoning)Difference
Intelligence (higher is better)8.69.4+9.3% Gemma 4 12B (Non-reas… is 9.3% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported6.40s— not comparable
Price per 1M tokens (in / out)—$0.10 / $0.30
Input modalitiesTextText, Image, Speech, Video
Open this matchup in the interactive pickerDevstral 2: what beats itGemma 4 12B (Non-reasoning): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/devstral-2/gemma-4-12b-non-reasoning · Markdown: /api/v1/compare/devstral-2/gemma-4-12b-non-reasoning?format=md · llms.txt · agent skill