This is true for just about any architecture. It's usually a lot cheaper to buy your own machine and put it in a closet if you need it doing work most or all of the time.

The only time that doesn't make sense is if it's customer-facing and needs better than 99.9% uptime or needs a lot of bandwidth, as those things are better done from a data center.