Gemini 3 Flash Preview (Non-reasoning) vs Llama 3.1 Instruct 8B

Gemini 3 Flash Preview (Non-reasoning) vs Llama 3.1 Instruct 8B. 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.

MetricGemini 3 Flash Preview (Non-reasoning)Llama 3.1 Instruct 8BDifference
Intelligence (higher is better)17.96.9−61.5% Llama 3.1 Instruct 8B is 61.5% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)3.26s4.54s+39.3% Llama 3.1 Instruct 8B is 39.3% slower
Price per 1M tokens (in / out)$0.50 / $3.00$0.04 / $0.07
Input modalitiesText, Image, Speech, VideoText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-flash/llama-3-1-instruct-8b · Markdown: /api/v1/compare/gemini-3-flash/llama-3-1-instruct-8b?format=md · llms.txt · agent skill