Gemma 4 E4B (Non-reasoning) vs North Mini Code

Gemma 4 E4B (Non-reasoning) vs North Mini Code. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 4 E4B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
7.50
Total cost
-
CohereNorth Mini CodeNot ranked · benchmark data missing
Intelligence
12.80
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 E4B (Non-reasoning)North Mini CodeDifference
Intelligence (higher is better)7.512.8+70.7% North Mini Code is 70.7% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)12.55s35.74s+184.8% North Mini Code is 184.8% slower
Price per 1M tokens (in / out)$0.02 / $0.10$0.00 / $0.00
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemma 4 E4B (Non-reasoning): what beats itNorth Mini Code: 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-e4b-non-reasoning/north-mini-code · Markdown: /api/v1/compare/gemma-4-e4b-non-reasoning/north-mini-code?format=md · llms.txt · agent skill