Gemma 4 12B (Non-reasoning) vs GPT-5.6 Sol (Xhigh)
Gemma 4 12B (Non-reasoning) vs GPT-5.6 Sol (Xhigh). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.
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.
| Metric | Gemma 4 12B (Non-reasoning) | GPT-5.6 Sol (Xhigh) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 9.4 | 44.0 | +368.1% GPT-5.6 Sol (Xhigh) is 4.7× more intelligent |
| Total AA cost (lower is better) | Not reported | $2,082.28 | — not comparable |
| End-to-end time (lower is better) | 6.42s | 47.67s | +642.5% GPT-5.6 Sol (Xhigh) is 642.5% slower |
| Price per 1M tokens (in / out) | $0.10 / $0.30 | $4.00 / $20.0 | |
| Input modalities | Text, Image, Speech, Video | Text, Image |
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-12b-non-reasoning/gpt-5-6-sol-xhigh · Markdown: /api/v1/compare/gemma-4-12b-non-reasoning/gpt-5-6-sol-xhigh?format=md · llms.txt · agent skill