GPT-5.4 mini (Medium) vs GPT-6 Sol (Non-reasoning)

GPT-5.4 mini (Medium) vs GPT-6 Sol (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-5.4 mini (Medium)GPT-6 Sol (Non-reasoning)Difference
Intelligence (higher is better)19.728.5+44.7% GPT-6 Sol (Non-reason… is 44.7% more intelligent
Total AA cost (lower is better)Not reported$449.37— not comparable
End-to-end time (lower is better)7.20s5.52s−23.3% GPT-6 Sol (Non-reason… is 23.3% faster
Price per 1M tokens (in / out)$0.75 / $4.50$2.00 / $10.0
Input modalitiesText, ImageText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-mini-medium/gpt-6-sol-non-reasoning · Markdown: /api/v1/compare/gpt-5-4-mini-medium/gpt-6-sol-non-reasoning?format=md · llms.txt · agent skill