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

GPT-5.4 mini (Non-reasoning) vs GPT-5.6 Sol (Max). 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 (Max)Off the frontier
Intelligence
47.00
Total cost
$3465
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 (Max)Difference
Intelligence (higher is better)11.147.0+323.4% GPT-5.6 Sol (Max) is 4.2× more intelligent
Total AA cost (lower is better)Not reported$3,464.84— not comparable
End-to-end time (lower is better)3.70s91.96s+2385.4% GPT-5.6 Sol (Max) is 2385.4% 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 (Max): 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 · Markdown: /api/v1/compare/gpt-5-4-mini-non-reasoning/gpt-5-6-sol?format=md · llms.txt · agent skill