Gemma 4 31B (Non-reasoning) vs Qwen3.5 35B A3B (Reasoning)
Gemma 4 31B (Non-reasoning) vs Qwen3.5 35B A3B (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 | Gemma 4 31B (Non-reasoning) | Qwen3.5 35B A3B (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 13.9 | 19.3 | +38.8% Qwen3.5 35B A3B (Reas… is 38.8% more intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 10.51s | 18.87s | +79.5% Qwen3.5 35B A3B (Reas… is 79.5% slower |
| Price per 1M tokens (in / out) | $0.17 / $0.40 | $0.25 / $2.00 | |
| Input modalities | Text, Image, Video | Text, Image |
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-31b-non-reasoning/qwen3-5-35b-a3b · Markdown: /api/v1/compare/gemma-4-31b-non-reasoning/qwen3-5-35b-a3b?format=md · llms.txt · agent skill