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

GPT-5.6 Terra (Xhigh) 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.

OpenAIGPT-5.6 Terra (Xhigh)Off the frontier
Intelligence
38.00
Total cost
$1187
AlibabaQwen3 Coder 30B A3B InstructNot ranked · benchmark data missing
Intelligence
9.60
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-5.6 Terra (Xhigh)Qwen3 Coder 30B A3B InstructDifference
Intelligence (higher is better)38.09.6−74.7% Qwen3 Coder 30B A3B I… is 74.7% less intelligent
Total AA cost (lower is better)$1,186.77Not reported— not comparable
End-to-end time (lower is better)19.45s2.97s−84.7% Qwen3 Coder 30B A3B I… is 84.7% faster
Price per 1M tokens (in / out)$2.00 / $12.0$0.19 / $0.77
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-5.6 Terra (Xhigh): 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/gpt-5-6-terra-xhigh/qwen3-coder-30b-a3b-instruct · Markdown: /api/v1/compare/gpt-5-6-terra-xhigh/qwen3-coder-30b-a3b-instruct?format=md · llms.txt · agent skill