Gemma 4 31B (Non-reasoning) vs Qwen3 Coder 30B A3B Instruct

Gemma 4 31B (Non-reasoning) vs Qwen3 Coder 30B A3B Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 4 31B (Non-reasoning)Off the frontier
Intelligence
22.30
Total cost
$32.8
AlibabaQwen3 Coder 30B A3B InstructNot ranked · benchmark data missing
Intelligence
13.60
Total cost
-
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 31B (Non-reasoning)Qwen3 Coder 30B A3B InstructDifference
Intelligence (higher is better)22.313.6−39.0% Qwen3 Coder 30B A3B I… is 39.0% less intelligent
Total AA cost (lower is better)$32.80Not reported— not comparable
End-to-end time (lower is better)7.45s7.92s+6.3% Qwen3 Coder 30B A3B I… is 6.3% slower
Price per 1M tokens (in / out)$0.15 / $0.40$0.45 / $2.25
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerGemma 4 31B (Non-reasoning): what beats itQwen3 Coder 30B A3B Instruct: what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-31b-non-reasoning/qwen3-coder-30b-a3b-instruct · Markdown: /api/v1/compare/gemma-4-31b-non-reasoning/qwen3-coder-30b-a3b-instruct?format=md · llms.txt · agent skill