GPT-5.6 Terra (Xhigh) vs Qwen3 VL 30B A3B Instruct

GPT-5.6 Terra (Xhigh) vs Qwen3 VL 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.

OpenAIGPT-5.6 Terra (Xhigh)Off the frontier
Intelligence
38.00
Total cost
$1187
AlibabaQwen3 VL 30B A3B InstructNot ranked · benchmark data missing
Intelligence
7.90
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-5.6 Terra (Xhigh)Qwen3 VL 30B A3B InstructDifference
Intelligence (higher is better)38.07.9−79.2% Qwen3 VL 30B A3B Inst… is 79.2% less intelligent
Total AA cost (lower is better)$1,186.77Not reported— not comparable
End-to-end time (lower is better)31.98s24.27s−24.1% Qwen3 VL 30B A3B Inst… is 24.1% faster
Price per 1M tokens (in / out)$2.00 / $12.0$0.35 / $0.60
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGPT-5.6 Terra (Xhigh): what beats itQwen3 VL 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/gpt-5-6-terra-xhigh/qwen3-vl-30b-a3b-instruct · Markdown: /api/v1/compare/gpt-5-6-terra-xhigh/qwen3-vl-30b-a3b-instruct?format=md · llms.txt · agent skill