Gymnasts are people who participate in the sport of gymnastics.
[1] This sport contains disciplines that include, but are not limited to: This list is of those who are considered to be notable in their chosen discipline.
See gymnasium (ancient Greece) for the origin of the word gymnast from gymnastikos.