Gemma 3n E4B Instruct vs Qwen3.5 122B A10B (Reasoning)

Gemma 3n E4B Instruct vs Qwen3.5 122B A10B (Reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 3n E4B InstructNot ranked · benchmark data missing
Intelligence
4.80
Total cost
-
AlibabaQwen3.5 122B A10B (Reasoning)Off the frontier
Intelligence
15.60
Total cost
$661
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.

MetricGemma 3n E4B InstructQwen3.5 122B A10B (Reasoning)Difference
Intelligence (higher is better)4.815.6+225.0% Qwen3.5 122B A10B (Re… is 3.3× more intelligent
Total AA cost (lower is better)Not reported$661.29— not comparable
End-to-end time (lower is better)Not reported21.76s— not comparable
Price per 1M tokens (in / out)—$0.40 / $3.20
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGemma 3n E4B Instruct: what beats itQwen3.5 122B A10B (Reasoning): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-3n-e4b/qwen3-5-122b-a10b · Markdown: /api/v1/compare/gemma-3n-e4b/qwen3-5-122b-a10b?format=md · llms.txt · agent skill