GPT-5.4 (Xhigh) vs Solar Pro 3

GPT-5.4 (Xhigh) vs Solar Pro 3. 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 (Xhigh)Not ranked · benchmark data missing
Intelligence
39.00
Total cost
-
UpstageSolar Pro 3Off the frontier
Intelligence
7.80
Total cost
$159
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 (Xhigh)Solar Pro 3Difference
Intelligence (higher is better)39.07.8−80.0% Solar Pro 3 is 80.0% less intelligent
Total AA cost (lower is better)Not reported$159.22— not comparable
End-to-end time (lower is better)135.47s18.89s−86.1% Solar Pro 3 is 86.1% faster
Price per 1M tokens (in / out)$2.50 / $15.0$0.15 / $0.60
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-5.4 (Xhigh): what beats itSolar Pro 3: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4/solar-pro-3 · Markdown: /api/v1/compare/gpt-5-4/solar-pro-3?format=md · llms.txt · agent skill