It's the closest you'll get to Manhattan in your price range.
Manhattan is notoriously expensive to buy or rent a house in because it's quite desirable to live there or as close as possible. The joke here is that, the further one gets from manhattan, the cheaper the housing, and the couple here could only afford something so far away from manhattan that the apartment is literally in outer space.