I guess in terms of game development, Stadia will be like GitHub.
As a service though, we'll see. Their reveal stream kept crashing, and there was noticeable lag during their initial GDC presentation.
I'm guessing lag will depend on how far from the data center you are and might not be great initially but then could prove to be awesome in a year or two as more localised render farms appear.