Short URL sucks SEO!!

Go with silo structure

It can be helpful... But when you choose to stuff the url with similar keywords it might be problematic when doing seo, especially with naked URLs.

I would suggest going with example.com/best-college/statenameonly it covers every thing. Besides this should be least of your concerns as the content matters more. Focus There!!!