Apodex 1.1 vs Gemma 4 E2B (Non-reasoning)

Apodex 1.1 vs Gemma 4 E2B (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

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.

MetricApodex 1.1Gemma 4 E2B (Non-reasoning)Difference
Intelligence (higher is better)26.46.5−75.4% Gemma 4 E2B (Non-reas… is 75.4% less intelligent
Total AA cost (lower is better)$939.06Not reported— not comparable
End-to-end time (lower is better)Not reportedNot reported— not comparable
Price per 1M tokens (in / out)$0.30 / $3.00—
Input modalitiesText, ImageText, Image, Speech, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/apodex-1-1/gemma-4-e2b-non-reasoning · Markdown: /api/v1/compare/apodex-1-1/gemma-4-e2b-non-reasoning?format=md · llms.txt · agent skill