Gemma 4 E2B (Non-reasoning) vs GPT-6 Sol (Xhigh)

Gemma 4 E2B (Non-reasoning) vs GPT-6 Sol (Xhigh). 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
-
OpenAIGPT-6 Sol (Xhigh)Off the frontier
Intelligence
44.20
Total cost
$855
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-6 Sol (Xhigh)Difference
Intelligence (higher is better)6.544.2+580.0% GPT-6 Sol (Xhigh) is 6.8× more intelligent
Total AA cost (lower is better)Not reported$854.60— not comparable
End-to-end time (lower is better)Not reported38.67s— not comparable
Price per 1M tokens (in / out)—$2.00 / $10.0
Input modalitiesText, Image, Speech, VideoText, Image
Open this matchup in the interactive pickerGemma 4 E2B (Non-reasoning): what beats itGPT-6 Sol (Xhigh): 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/gpt-6-sol-xhigh · Markdown: /api/v1/compare/gemma-4-e2b-non-reasoning/gpt-6-sol-xhigh?format=md · llms.txt · agent skill