GPT-5.4 (Xhigh) vs Qwen3 30B A3B 2507 Instruct

GPT-5.4 (Xhigh) vs Qwen3 30B A3B 2507 Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-5.4 (Xhigh)Not ranked · benchmark data missing
Intelligence
39.00
Total cost
-
AlibabaQwen3 30B A3B 2507 InstructNot ranked · benchmark data missing
Intelligence
7.50
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.

MetricGPT-5.4 (Xhigh)Qwen3 30B A3B 2507 InstructDifference
Intelligence (higher is better)39.07.5−80.8% Qwen3 30B A3B 2507 In… is 80.8% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)152.61s3.42s−97.8% Qwen3 30B A3B 2507 In… is 97.8% faster
Price per 1M tokens (in / out)$2.50 / $15.0$0.10 / $0.30
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-5.4 (Xhigh): what beats itQwen3 30B A3B 2507 Instruct: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4/qwen3-30b-a3b-2507 · Markdown: /api/v1/compare/gpt-5-4/qwen3-30b-a3b-2507?format=md · llms.txt · agent skill