Gemini 3.1 Pro Preview vs Qwen3.5 4B (Non-reasoning)
Gemini 3.1 Pro Preview vs Qwen3.5 4B (Non-reasoning). 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.
| Metric | Gemini 3.1 Pro Preview | Qwen3.5 4B (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 29.7 | 10.8 | −63.6% Qwen3.5 4B (Non-reaso… is 63.6% less intelligent |
| Total AA cost (lower is better) | $1,935.39 | Not reported | — not comparable |
| End-to-end time (lower is better) | 27.94s | 30.42s | +8.9% Qwen3.5 4B (Non-reaso… is 8.9% slower |
| Price per 1M tokens (in / out) | $2.00 / $12.0 | $0.03 / $0.15 | |
| Input modalities | Text, Image, Speech, Video | Text, Image, Video |
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-1-pro-preview/qwen3-5-4b-non-reasoning · Markdown: /api/v1/compare/gemini-3-1-pro-preview/qwen3-5-4b-non-reasoning?format=md · llms.txt · agent skill