As someone who used to live in lower Manhattan... yes there is. The smaller apartment sizes, the 45min - 1hr each way travel time, the difficulty loading and unloading out of a car that's not yours. Costco is totally a suburban, car dependent location phenomenon, while Amazon/FreshDirect/bodegas are much more convenient in a city.