I have built http://search-logs.com back in 2006 in a couple of days and ad revenue still lets me work on interesting projects, not worrying about getting a "real" job.
My http://pastehtml.com/udid got 130k hits yesterday. PasteHTML.com itself and this UDID tool are running on a moderate dedicated server, nginx/rails/postgresql.