Gemma 4 E4B (Non-reasoning) vs GPT-5.6 Sol (High)

Gemma 4 E4B (Non-reasoning) vs GPT-5.6 Sol (High). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 4 E4B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
7.50
Total cost
-
OpenAIGPT-5.6 Sol (High)Off the frontier
Intelligence
42.30
Total cost
$1487
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-5.6 Sol (High)Difference
Intelligence (higher is better)7.542.3+464.0% GPT-5.6 Sol (High) is 5.6× more intelligent
Total AA cost (lower is better)Not reported$1,487.34— not comparable
End-to-end time (lower is better)11.87s13.86s+16.8% GPT-5.6 Sol (High) is 16.8% slower
Price per 1M tokens (in / out)$0.02 / $0.10$4.00 / $20.0
Input modalitiesText, Image, Speech, VideoText, Image
Open this matchup in the interactive pickerGemma 4 E4B (Non-reasoning): what beats itGPT-5.6 Sol (High): what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-e4b-non-reasoning/gpt-5-6-sol-high · Markdown: /api/v1/compare/gemma-4-e4b-non-reasoning/gpt-5-6-sol-high?format=md · llms.txt · agent skill