> As a male, it seems guaranteed (probably due to supply vs demand disparity?) that you will only have matches that are significantly less attractive than you.

This seems to wildly vary across apps, but that's not generally been my experience. I've also found that folks can have a very different conception of attractiveness than their prospective partners.