This work uses practical measures to scientifically rank major league players, position by position, according to their offensive and defensive skills. The author has adjusted individual statistics for the era in which the player was active and for the home park factor in order to put all eligible players on a level playing field. For each position, the author has identified the top contenders for best offensive, defensive and all-around player, and provides a brief history of each of the candidates.