It depends. I think this is true when you don't factor in cost per square footage of property. Imagine taking the immense square footage of suburban houses and plopping it in the middle of Manhattan, then living there. Unaffordable.

However if living space isn't as a big of an issue, there is definitely a sweet spot where you can find smaller spaces that make living in the city cheaper then suburban life.