Adrian Peterson – Minnesota Vikings, 2012
Stats: 2,097 rushing yards, 12 touchdowns
AP has been one of the best running backs to play the game since he entered the league. In 2012, Peterson went on a tear, amassing 2,097 yards on the ground, while scoring 12 touchdowns. In his last game of the season, he finished just nine yards away from breaking the rushing record.