GPT-5.4 mini (Non-reasoning) vs Solar Pro 2 (Reasoning)

GPT-5.4 mini (Non-reasoning) vs Solar Pro 2 (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 (Non-reasoning)Solar Pro 2 (Reasoning)Difference
Intelligence (higher is better)11.17.5−32.4% Solar Pro 2 (Reasonin… is 32.4% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)3.04sNot reported— not comparable
Price per 1M tokens (in / out)$0.75 / $4.50—
Input modalitiesText, ImageText
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-mini-non-reasoning/solar-pro-2-reasoning · Markdown: /api/v1/compare/gpt-5-4-mini-non-reasoning/solar-pro-2-reasoning?format=md · llms.txt · agent skill