The phrase 'off with the crack of the bat', while romantic, is really meaningless, since the outfielder should be in motion long before he hears the sound of the ball meeting the bat.
Joe DiMaggio (2017). “BASEBALL FOR EVERYONE - A Treasury of Baseball Lore and Instruction for Fans and Players”, p.149, Edizioni Savine