DBRX Instruct vs Gemma 4 12B (Reasoning)

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

DatabricksDBRX InstructNot ranked · benchmark data missing
Intelligence
5.30
Total cost
-
GoogleGemma 4 12B (Reasoning)Not ranked · benchmark data missing
Intelligence
14.20
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.

MetricDBRX InstructGemma 4 12B (Reasoning)Difference
Intelligence (higher is better)5.314.2+167.9% Gemma 4 12B (Reasonin… is 2.7× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported24.01s— not comparable
Price per 1M tokens (in / out)—$0.10 / $0.30
Input modalitiesTextText, Image, Speech, Video
Open this matchup in the interactive pickerDBRX Instruct: what beats itGemma 4 12B (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/dbrx/gemma-4-12b · Markdown: /api/v1/compare/dbrx/gemma-4-12b?format=md · llms.txt · agent skill