Gemma 4 12B (Reasoning) vs Solar Pro 3

Gemma 4 12B (Reasoning) vs Solar Pro 3. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 4 12B (Reasoning)Not ranked · benchmark data missing
Intelligence
14.20
Total cost
-
UpstageSolar Pro 3Off the frontier
Intelligence
7.80
Total cost
$159
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 12B (Reasoning)Solar Pro 3Difference
Intelligence (higher is better)14.27.8−45.1% Solar Pro 3 is 45.1% less intelligent
Total AA cost (lower is better)Not reported$159.22— not comparable
End-to-end time (lower is better)24.15s18.88s−21.8% Solar Pro 3 is 21.8% faster
Price per 1M tokens (in / out)$0.10 / $0.30$0.15 / $0.60
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemma 4 12B (Reasoning): what beats itSolar Pro 3: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-12b/solar-pro-3 · Markdown: /api/v1/compare/gemma-4-12b/solar-pro-3?format=md · llms.txt · agent skill