GPT-5.4 mini (Non-reasoning) vs Qwen3 Coder 30B A3B Instruct

GPT-5.4 mini (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.

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.

MetricGPT-5.4 mini (Non-reasoning)Qwen3 Coder 30B A3B InstructDifference
Intelligence (higher is better)11.19.6−13.5% Qwen3 Coder 30B A3B I… is 13.5% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)3.19s2.89s−9.4% Qwen3 Coder 30B A3B I… is 9.4% faster
Price per 1M tokens (in / out)$0.75 / $4.50$0.19 / $0.77
Input modalitiesText, ImageText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-mini-non-reasoning/qwen3-coder-30b-a3b-instruct · Markdown: /api/v1/compare/gpt-5-4-mini-non-reasoning/qwen3-coder-30b-a3b-instruct?format=md · llms.txt · agent skill