That and op said it's more expensive. Why would you do it flush, then? Looks? Eh, I prefer practicality over form and many architects would agree with being more honest.
Looks, no need for bird caging to stop nests underneath the panels, and I don’t believe it is particularly more expensive if you do it when replacing the whole roof. It’s more expensive if you don’t want to replace your roof.