Gemma 4 12B (Reasoning) vs Nanbeige4.1-3B

Gemma 4 12B (Reasoning) vs Nanbeige4.1-3B. 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
-
NanbeigeNanbeige4.1-3BNot ranked · benchmark data missing
Intelligence
8.40
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.

MetricGemma 4 12B (Reasoning)Nanbeige4.1-3BDifference
Intelligence (higher is better)14.28.4−40.8% Nanbeige4.1-3B is 40.8% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)24.02sNot reported— not comparable
Price per 1M tokens (in / out)$0.10 / $0.30—
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemma 4 12B (Reasoning): what beats itNanbeige4.1-3B: 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/nanbeige4-1-3b · Markdown: /api/v1/compare/gemma-4-12b/nanbeige4-1-3b?format=md · llms.txt · agent skill