GPT-6 Luna (Max) vs Qwen3 VL 235B A22B (Reasoning)

GPT-6 Luna (Max) vs Qwen3 VL 235B A22B (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 Luna (Max)On the frontier
Intelligence
38.10
Total cost
$122
AlibabaQwen3 VL 235B A22B (Reasoning)Not ranked · benchmark data missing
Intelligence
13.40
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 Luna (Max)Qwen3 VL 235B A22B (Reasoning)Difference
Intelligence (higher is better)38.113.4−64.8% Qwen3 VL 235B A22B (R… is 64.8% less intelligent
Total AA cost (lower is better)$122.05Not reported— not comparable
End-to-end time (lower is better)82.02sNot reported— not comparable
Price per 1M tokens (in / out)$0.10 / $0.50—
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGPT-6 Luna (Max): what beats itQwen3 VL 235B A22B (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-luna/qwen3-vl-235b-a22b-reasoning · Markdown: /api/v1/compare/gpt-6-luna/qwen3-vl-235b-a22b-reasoning?format=md · llms.txt · agent skill