On Wall Street, the losers in the collapse of the housing market are legion. The biggest winner looks to be John Paulson, a little-known hedge fund manager who smelled trouble two years ago.

Funds he runs were up $15 billion in 2007 on a spectacularly successful bet against the housing market. Mr. Paulson has reaped an estimated $3 billion...