It has also a lot to do with what type of site(s) you are looking at.
Regardless of monthly income level, if you have a site with a lot of return visitors you need to offer more choices because otherwise visitors will run out of things to click on.
If you have the “get them in, get them to click, get them out” kind of site, less choices will do better for you. Not so many decisions to make.