Potter made birdie on the par-3 18th after a landing his tee shot only a few feet from the hole. Both made par on the first two playoff holes.
Potter and Kelly finished regulation at 16-under-par 264. Potter closed with 6-under 64. Kelly had 66.
U.S. Open champion Webb Simpson, the leader coming into the final round, shot 73 and tied for seventh.