Gemini 3.1 Pro Preview vs Qwen3.5 4B (Reasoning)

Gemini 3.1 Pro Preview vs Qwen3.5 4B (Reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemini 3.1 Pro PreviewOff the frontier
Intelligence
29.70
Total cost
$1935
AlibabaQwen3.5 4B (Reasoning)Not ranked · benchmark data missing
Intelligence
13.10
Total cost
-
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 3.1 Pro PreviewQwen3.5 4B (Reasoning)Difference
Intelligence (higher is better)29.713.1−55.9% Qwen3.5 4B (Reasoning) is 55.9% less intelligent
Total AA cost (lower is better)$1,935.39Not reported— not comparable
End-to-end time (lower is better)25.04s133.39s+432.7% Qwen3.5 4B (Reasoning) is 432.7% slower
Price per 1M tokens (in / out)$2.00 / $12.0$0.03 / $0.15
Input modalitiesText, Image, Speech, VideoText, Image, Video
Open this matchup in the interactive pickerGemini 3.1 Pro Preview: what beats itQwen3.5 4B (Reasoning): what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-1-pro-preview/qwen3-5-4b · Markdown: /api/v1/compare/gemini-3-1-pro-preview/qwen3-5-4b?format=md · llms.txt · agent skill