Gemma 4 12B (Reasoning) vs Nova 2.0 Pro Preview (Low)
Gemma 4 12B (Reasoning) vs Nova 2.0 Pro Preview (Low). 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 (Reasoning) | Nova 2.0 Pro Preview (Low) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 14.2 | 12.8 | −9.9% Nova 2.0 Pro Preview … is 9.9% less intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 24.02s | 31.74s | +32.1% Nova 2.0 Pro Preview … is 32.1% slower |
| Price per 1M tokens (in / out) | $0.10 / $0.30 | $1.25 / $10.0 | |
| 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/nova-2-0-pro-reasoning-low · Markdown: /api/v1/compare/gemma-4-12b/nova-2-0-pro-reasoning-low?format=md · llms.txt · agent skill