Gemma 4 E4B (Non-reasoning) vs GPT-6 Astra (medium)

Gemma 4 E4B (Non-reasoning) vs GPT-6 Astra (medium). 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 E4B (Non-reasoning)GPT-6 Astra (medium)Difference
Intelligence (higher is better)7.549.7+562.7% GPT-6 Astra (medium) is 6.6× more intelligent
Total AA cost (lower is better)Not reported$2,434.12— not comparable
End-to-end time (lower is better)13.33s15.81s+18.6% GPT-6 Astra (medium) is 18.6% slower
Price per 1M tokens (in / out)$0.02 / $0.10$10.0 / $50.0
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-e4b-non-reasoning/gpt-6-astra-medium · Markdown: /api/v1/compare/gemma-4-e4b-non-reasoning/gpt-6-astra-medium?format=md · llms.txt · agent skill