I live in NY metro and my 2 bed apartment has $2k/mo city tax. As cities get denser costs get more expensive. I replaced my HVAC, hot water heater and rebuilt a bathroom and it cost me the same price I could buy a whole detached house in Chicago.
Urban sprawl Houston style is the only way to keep costs low as you suggest, and I wouldn't want to live there.