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

GPT-5.4 mini (Non-reasoning) vs GPT-5.6 Sol (Low). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-5.4 mini (Non-reasoning)Not ranked · benchmark data missing
Intelligence
11.10
Total cost
-
OpenAIGPT-5.6 Sol (Low)Off the frontier
Intelligence
33.50
Total cost
$637
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 (Low)Difference
Intelligence (higher is better)11.133.5+201.8% GPT-5.6 Sol (Low) is 3.0× more intelligent
Total AA cost (lower is better)Not reported$637.28— not comparable
End-to-end time (lower is better)2.80s8.26s+195.0% GPT-5.6 Sol (Low) is 195.0% slower
Price per 1M tokens (in / out)$0.75 / $4.50$4.00 / $20.0
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGPT-5.4 mini (Non-reasoning): what beats itGPT-5.6 Sol (Low): 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-5-4-mini-non-reasoning/gpt-5-6-sol-low · Markdown: /api/v1/compare/gpt-5-4-mini-non-reasoning/gpt-5-6-sol-low?format=md · llms.txt · agent skill