Planning to move to a new city – Use this Cost of living Calculator (expatistan.com)

I just tried San Diego, CA vs Dallas, TX and the site tells me that the cost of living is "about the same" - which is nowhere near accurate.

It also says that living in Des Moines, Iowa is 18% cheaper than living in Tokyo, which seems a bit off to me as well.