GPT-6 Luna (Xhigh) vs Qwen3 14B (Non-reasoning)

GPT-6 Luna (Xhigh) vs Qwen3 14B (Non-reasoning). 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-6 Luna (Xhigh)Qwen3 14B (Non-reasoning)Difference
Intelligence (higher is better)34.66.7−80.6% Qwen3 14B (Non-reason… is 80.6% less intelligent
Total AA cost (lower is better)$66.81Not reported— not comparable
End-to-end time (lower is better)27.06s7.31s−73.0% Qwen3 14B (Non-reason… is 73.0% faster
Price per 1M tokens (in / out)$0.10 / $0.50$0.12 / $0.24
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-6-luna-xhigh/qwen3-14b-instruct · Markdown: /api/v1/compare/gpt-6-luna-xhigh/qwen3-14b-instruct?format=md · llms.txt · agent skill