Handicapper

noun 1. a person who assigns handicaps 2. a person who predicts the winners in a contest (as a horse race) 3. a person who competes with a (specified) handicap (as in golf) — usually used in combination
Example: a 5-handicapper

Merriam-Webster's Collegiate Dictionary