Gemma 4 E2B (Non-reasoning) vs o1-pro

Gemma 4 E2B (Non-reasoning) vs o1-pro. 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
-
OpenAIo1-proNot ranked · benchmark data missing
Intelligence
12.40
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 E2B (Non-reasoning)o1-proDifference
Intelligence (higher is better)6.512.4+90.8% o1-pro is 90.8% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reportedNot reported— not comparable
Price per 1M tokens (in / out)—$150 / $600
Input modalitiesText, Image, Speech, VideoText, Image
Open this matchup in the interactive pickerGemma 4 E2B (Non-reasoning): what beats ito1-pro: 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/o1-pro · Markdown: /api/v1/compare/gemma-4-e2b-non-reasoning/o1-pro?format=md · llms.txt · agent skill