Twitter runs their own data centers and hardware, so how can "improved auto-scaling" deliver a better COGS ratio? They require enough computer with relatively

Twitter runs their own data centers and hardware, so how can "improved auto-scaling" deliver a better COGS ratio? They require enough computer with relatively static loads that going to the cloud probably makes little sense.