Gemma 4 E2B (Reasoning) vs Qwen3.5 122B A10B (Reasoning)

Gemma 4 E2B (Reasoning) 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 4 E2B (Reasoning)Not ranked · benchmark data missing
Intelligence
7.80
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 4 E2B (Reasoning)Qwen3.5 122B A10B (Reasoning)Difference
Intelligence (higher is better)7.815.6+100.0% Qwen3.5 122B A10B (Re… is 2.0× more intelligent
Total AA cost (lower is better)Not reported$661.29— not comparable
End-to-end time (lower is better)Not reported21.74s— not comparable
Price per 1M tokens (in / out)—$0.40 / $3.20
Input modalitiesText, Image, Speech, VideoText, Image
Open this matchup in the interactive pickerGemma 4 E2B (Reasoning): 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-4-e2b/qwen3-5-122b-a10b · Markdown: /api/v1/compare/gemma-4-e2b/qwen3-5-122b-a10b?format=md · llms.txt · agent skill