GPT-5.4 mini (Non-reasoning) vs Mercury 2

GPT-5.4 mini (Non-reasoning) vs Mercury 2. 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)Mercury 2Difference
Intelligence (higher is better)11.110.8−2.7% Mercury 2 is 2.7% less intelligent
Total AA cost (lower is better)Not reported$104.94— not comparable
End-to-end time (lower is better)3.19s6.65s+108.5% Mercury 2 is 108.5% slower
Price per 1M tokens (in / out)$0.75 / $4.50$0.25 / $0.75
Input modalitiesText, ImageText
Matchup

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