Gemma 4 12B (Reasoning) vs GPT-6.1 Sol (High)

Gemma 4 12B (Reasoning) vs GPT-6.1 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 12B (Reasoning)Not ranked · benchmark data missing
Intelligence
14.20
Total cost
-
OpenAIGPT-6.1 Sol (High)On the frontier
Intelligence
50.20
Total cost
$521
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)GPT-6.1 Sol (High)Difference
Intelligence (higher is better)14.250.2+253.5% GPT-6.1 Sol (High) is 3.5× more intelligent
Total AA cost (lower is better)Not reported$521.32— not comparable
End-to-end time (lower is better)24.01s43.44s+80.9% GPT-6.1 Sol (High) is 80.9% slower
Price per 1M tokens (in / out)$0.10 / $0.30$2.00 / $10.0
Input modalitiesText, Image, Speech, VideoText, Image
Open this matchup in the interactive pickerGemma 4 12B (Reasoning): what beats itGPT-6.1 Sol (High): 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-4-12b/gpt-6-1-sol-high · Markdown: /api/v1/compare/gemma-4-12b/gpt-6-1-sol-high?format=md · llms.txt · agent skill