Gemini 3 Flash Preview (Non-reasoning) vs Qwen2.5 Coder Instruct 32B

Gemini 3 Flash Preview (Non-reasoning) vs Qwen2.5 Coder Instruct 32B. 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)Qwen2.5 Coder Instruct 32BDifference
Intelligence (higher is better)17.96.7−62.6% Qwen2.5 Coder Instruc… is 62.6% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)3.33sNot reported— not comparable
Price per 1M tokens (in / out)$0.50 / $3.00—
Input modalitiesText, Image, Speech, VideoText
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-flash/qwen2-5-coder-32b-instruct · Markdown: /api/v1/compare/gemini-3-flash/qwen2-5-coder-32b-instruct?format=md · llms.txt · agent skill