The difference though is that Japan builds a lot of housing, so you can still find a 1LDK (1 bedroom equivalent) apartment for under $1500 USD in Tokyo. (and of course, being Tokyo,you can pay much more).

It will be smaller than a typical American apartment but at least you won't be sharing with roommates.