Gemma 4 E2B (Non-reasoning) vs gpt-oss-20b (high)

Gemma 4 E2B (Non-reasoning) vs gpt-oss-20b (high). 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.

MetricGemma 4 E2B (Non-reasoning)gpt-oss-20b (high)Difference
Intelligence (higher is better)6.59.0+38.5% gpt-oss-20b (high) is 38.5% more intelligent
Total AA cost (lower is better)Not reported$29.41— not comparable
End-to-end time (lower is better)Not reported13.41s— not comparable
Price per 1M tokens (in / out)—$0.06 / $0.19
Input modalitiesNot reportedNot reported
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-e2b-non-reasoning/gpt-oss-20b · Markdown: /api/v1/compare/gemma-4-e2b-non-reasoning/gpt-oss-20b?format=md · llms.txt · agent skill