GPT-6 Astra (Xhigh) vs Qwen3 30B A3B (Non-reasoning)

GPT-6 Astra (Xhigh) vs Qwen3 30B A3B (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-6 Astra (Xhigh)Off the frontier
Intelligence
52.40
Total cost
$3803
AlibabaQwen3 30B A3B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
6.60
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.

MetricGPT-6 Astra (Xhigh)Qwen3 30B A3B (Non-reasoning)Difference
Intelligence (higher is better)52.46.6−87.4% Qwen3 30B A3B (Non-re… is 87.4% less intelligent
Total AA cost (lower is better)$3,802.98Not reported— not comparable
End-to-end time (lower is better)188.57s4.78s−97.5% Qwen3 30B A3B (Non-re… is 97.5% faster
Price per 1M tokens (in / out)$10.0 / $50.0$0.12 / $0.50
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-6 Astra (Xhigh): what beats itQwen3 30B A3B (Non-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/gpt-6-astra-xhigh/qwen3-30b-a3b-instruct · Markdown: /api/v1/compare/gpt-6-astra-xhigh/qwen3-30b-a3b-instruct?format=md · llms.txt · agent skill