The U.S. venture industry has been fascinated by “Unicorns” (companies with a $1 billion exit or private valuation), believing that all the money is made by investors who find Unicorns. Analysis shows that, to a surprising extent, Unicorns don’t drive outsize returns for the funds that made the investment.