I think Columbia is a bit of an anomaly.
As someone who knew a lot of people who went to grad school and considered it myself, Columbia grad programs were known as a notorious money-pit/cash grabs unlike any other school in its range. I was always confused how they got away with it.
The only other school in NYC that competed with it in this regard was the New School, which is ranked all the way at 127.