Cook sugar, evaporated milk, condensed milk and butter in a saucepan over medium heat, stirring constantly until soft ball stage is reached, approx. 45 minutes.  Add vanilla and pecans and stir until blended.  Spoon with a large cooking spoon onto waxed paper.  Cool.