Gemma 4 12B (Reasoning) vs GPT-6 Astra (Low)

Gemma 4 12B (Reasoning) vs GPT-6 Astra (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.

MetricGemma 4 12B (Reasoning)GPT-6 Astra (Low)Difference
Intelligence (higher is better)14.245.8+222.5% GPT-6 Astra (Low) is 3.2× more intelligent
Total AA cost (lower is better)Not reported$1,536.78— not comparable
End-to-end time (lower is better)24.65s12.36s−49.9% GPT-6 Astra (Low) is 49.9% faster
Price per 1M tokens (in / out)$0.10 / $0.30$10.0 / $50.0
Input modalitiesText, Image, Speech, VideoText, Image
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-astra-low · Markdown: /api/v1/compare/gemma-4-12b/gpt-6-astra-low?format=md · llms.txt · agent skill