Cost, experience and for the paranoid (right or not) control.
The biggest downside is initial cost in time, effort and cash compared to typing in a credit card.
Ok other downsides include lack of power redundancy and decent networking which are more common in data-centers.
Other side of this is, why buy 8xa100 for that project to stick them on eBay to recoup cost when you can rent them?