GPT-5.4 (Non-reasoning) vs GPT-6.1 Sol (Max)

GPT-5.4 (Non-reasoning) vs GPT-6.1 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 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
18.20
Total cost
-
OpenAIGPT-6.1 Sol (Max)On the frontier
Intelligence
51.80
Total cost
$1082
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 (Non-reasoning)GPT-6.1 Sol (Max)Difference
Intelligence (higher is better)18.251.8+184.6% GPT-6.1 Sol (Max) is 2.8× more intelligent
Total AA cost (lower is better)Not reported$1,081.55— not comparable
End-to-end time (lower is better)7.91s220.48s+2687.4% GPT-6.1 Sol (Max) is 2687.4% slower
Price per 1M tokens (in / out)$2.50 / $15.0$2.00 / $10.0
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGPT-5.4 (Non-reasoning): what beats itGPT-6.1 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-non-reasoning/gpt-6-1-sol · Markdown: /api/v1/compare/gpt-5-4-non-reasoning/gpt-6-1-sol?format=md · llms.txt · agent skill