Gemma 4 31B (Non-reasoning) vs Llama 3.1 Instruct 70B

Gemma 4 31B (Non-reasoning) vs Llama 3.1 Instruct 70B. 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)Llama 3.1 Instruct 70BDifference
Intelligence (higher is better)13.96.6−52.5% Llama 3.1 Instruct 70B is 52.5% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)10.63s14.51s+36.5% Llama 3.1 Instruct 70B is 36.5% slower
Price per 1M tokens (in / out)$0.17 / $0.40$0.56 / $0.56
Input modalitiesText, Image, VideoText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-31b-non-reasoning/llama-3-1-instruct-70b · Markdown: /api/v1/compare/gemma-4-31b-non-reasoning/llama-3-1-instruct-70b?format=md · llms.txt · agent skill