Gemma 4 E4B (Reasoning) vs Qwen3.5 122B A10B (Non-reasoning)
Gemma 4 E4B (Reasoning) vs Qwen3.5 122B A10B (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 | Gemma 4 E4B (Reasoning) | Qwen3.5 122B A10B (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 8.9 | 17.7 | +98.9% Qwen3.5 122B A10B (No… is 98.9% more intelligent |
| Total AA cost (lower is better) | $14.68 | Not reported | — not comparable |
| End-to-end time (lower is better) | 57.75s | 5.74s | −90.1% Qwen3.5 122B A10B (No… is 90.1% faster |
| Price per 1M tokens (in / out) | $0.02 / $0.10 | $0.40 / $3.20 | |
| Input modalities | Text, Image, Speech, Video | Text, Image |
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-e4b/qwen3-5-122b-a10b-non-reasoning · Markdown: /api/v1/compare/gemma-4-e4b/qwen3-5-122b-a10b-non-reasoning?format=md · llms.txt · agent skill