Gemma 4 12B (Reasoning) vs Mixtral 8x7B Instruct

Gemma 4 12B (Reasoning) vs Mixtral 8x7B Instruct. 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 (Reasoning)Not ranked · benchmark data missing
Intelligence
14.20
Total cost
-
MistralMixtral 8x7B InstructNot ranked · benchmark data missing
Intelligence
5.10
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.

MetricGemma 4 12B (Reasoning)Mixtral 8x7B InstructDifference
Intelligence (higher is better)14.25.1−64.1% Mixtral 8x7B Instruct is 64.1% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)24.01s20.77s−13.5% Mixtral 8x7B Instruct is 13.5% faster
Price per 1M tokens (in / out)$0.10 / $0.30$0.45 / $0.70
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemma 4 12B (Reasoning): what beats itMixtral 8x7B Instruct: 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/mixtral-8x7b-instruct · Markdown: /api/v1/compare/gemma-4-12b/mixtral-8x7b-instruct?format=md · llms.txt · agent skill