GPT-5.4 mini (Non-reasoning) vs GPT-5.6 Sol (Medium)

GPT-5.4 mini (Non-reasoning) vs GPT-5.6 Sol (Medium). 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 (Non-reasoning)GPT-5.6 Sol (Medium)Difference
Intelligence (higher is better)11.139.2+253.2% GPT-5.6 Sol (Medium) is 3.5× more intelligent
Total AA cost (lower is better)Not reported$997.39— not comparable
End-to-end time (lower is better)3.04s10.88s+257.9% GPT-5.6 Sol (Medium) is 257.9% slower
Price per 1M tokens (in / out)$0.75 / $4.50$4.00 / $20.0
Input modalitiesText, ImageText, Image
Matchup

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