The Queen Elizabeth II Challenge Cup Stakes is a Grade I American thoroughbred horse race for three-year-old fillies over a distance of one and one-eighth miles on the turf held annually in October at Keeneland Race Course in Lexington, Kentucky during the fall meeting.