GPT-5.6 Luna (Non-reasoning) vs Qwen3 235B A22B 2507 Instruct

GPT-5.6 Luna (Non-reasoning) vs Qwen3 235B A22B 2507 Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

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 Luna (Non-reasoning)Qwen3 235B A22B 2507 InstructDifference
Intelligence (higher is better)15.512.0−22.6% Qwen3 235B A22B 2507 … is 22.6% less intelligent
Total AA cost (lower is better)$22.97Not reported— not comparable
End-to-end time (lower is better)5.06s11.36s+124.5% Qwen3 235B A22B 2507 … is 124.5% slower
Price per 1M tokens (in / out)$0.20 / $1.20$0.21 / $0.84
Input modalitiesText, ImageText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-6-luna-non-reasoning/qwen3-235b-a22b-instruct-2507 · Markdown: /api/v1/compare/gpt-5-6-luna-non-reasoning/qwen3-235b-a22b-instruct-2507?format=md · llms.txt · agent skill