Gemma 4 31B (Non-reasoning) vs GPT-3.5 Turbo

Gemma 4 31B (Non-reasoning) vs GPT-3.5 Turbo. 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 31B (Non-reasoning)GPT-3.5 TurboDifference
Intelligence (higher is better)13.95.5−60.4% GPT-3.5 Turbo is 60.4% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)11.10sNot reported— not comparable
Price per 1M tokens (in / out)$0.17 / $0.40$0.50 / $1.50
Input modalitiesText, Image, VideoText
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-31b-non-reasoning/gpt-35-turbo · Markdown: /api/v1/compare/gemma-4-31b-non-reasoning/gpt-35-turbo?format=md · llms.txt · agent skill