#Strata

This 125B AI Model Left the Cloud in the Dust

A desktop PC appears to outrun a cloud AI by a stunning margin—but the benchmark hides trade-offs that could change what the numbers mean. Here’s the clever engineering behind the result, and what it takes to reproduce it.