GPT-5.4 (Xhigh) vs Llama 4 Scout

GPT-5.4 (Xhigh) vs Llama 4 Scout. 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
-
MetaLlama 4 ScoutOff the frontier
Intelligence
6.50
Total cost
$73.6
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)Llama 4 ScoutDifference
Intelligence (higher is better)39.06.5−83.3% Llama 4 Scout is 83.3% less intelligent
Total AA cost (lower is better)Not reported$73.56— not comparable
End-to-end time (lower is better)131.01s5.16s−96.1% Llama 4 Scout is 96.1% faster
Price per 1M tokens (in / out)$2.50 / $15.0$0.18 / $0.66
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGPT-5.4 (Xhigh): what beats itLlama 4 Scout: 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/llama-4-scout · Markdown: /api/v1/compare/gpt-5-4/llama-4-scout?format=md · llms.txt · agent skill