Gemma 4 E2B (Non-reasoning) vs Nova Lite

Gemma 4 E2B (Non-reasoning) vs Nova Lite. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 4 E2B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
6.50
Total cost
-
AmazonNova LiteNot ranked · benchmark data missing
Intelligence
6.70
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 E2B (Non-reasoning)Nova LiteDifference
Intelligence (higher is better)6.56.7+3.1% Nova Lite is 3.1% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported3.80s— not comparable
Price per 1M tokens (in / out)—$0.06 / $0.24
Input modalitiesText, Image, Speech, VideoText, Image, Video
Open this matchup in the interactive pickerGemma 4 E2B (Non-reasoning): what beats itNova Lite: 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-e2b-non-reasoning/nova-lite · Markdown: /api/v1/compare/gemma-4-e2b-non-reasoning/nova-lite?format=md · llms.txt · agent skill