GPT-5.4 nano (Non-reasoning) vs Grok 4.6 (High)

GPT-5.4 nano (Non-reasoning) vs Grok 4.6 (High). 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 nano (Non-reasoning)Grok 4.6 (High)Difference
Intelligence (higher is better)11.744.3+278.6% Grok 4.6 (High) is 3.8× more intelligent
Total AA cost (lower is better)Not reported$1,962.90— not comparable
End-to-end time (lower is better)3.62s37.23s+928.5% Grok 4.6 (High) is 928.5% slower
Price per 1M tokens (in / out)$0.20 / $1.25$2.00 / $6.00
Input modalitiesText, ImageText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-nano-non-reasoning/grok-4-6 · Markdown: /api/v1/compare/gpt-5-4-nano-non-reasoning/grok-4-6?format=md · llms.txt · agent skill