Wharton's ranking is always higher than Columbia and it is the number 1 finance school in US. Columbia is also strong in finance but mostly because its location.
Just my 2cents.
As for the No. 1 finance school, I definitely believe it should be Chicago, although Wharton's ranking is one spot higher than that of Chicago.