I'm in a pretty small apartment in Manhattan (albeit with an abnormally large kitchen). I can always get the value of my Costco membership in my first trip there, even without a car. Basic goods like Advil, laundry detergent and dishwasher detergent are miles cheaper than other options in Manhattan.