I've done both!
I used to read on my phone, where I would "turn" the page by flicking my finger across the screen.
Since switching to PC and picking up more webtoons that were made for scrolling, I've started doing that.
On actual mangas, scrolling can bit a bit off on some things, like doublepages, but I enjoy the simplicity of just rolling the mousewheel to read.