Generally quantity of shovelware correlates with quantity of sales. So PS4 is going to get it's fair share. It's actually the sign of a healthy software purchasing environment so I wouldn't worry.
The systems with the least amount of shovelware (and so considered more hardcore) tend to have much lower install bases. Vita and Dreamcast being 2 key examples.








