Love chose not to complete his three remaining years of college eligibility and entered the 2008 NBA Draft. He was taken fifth overall by the Memphis Grizzlies, and was traded to the Timberwolves on draft night for the third overall selection, O. J. Mayo, in an eight-player deal.