The two main types of gymnastics in the Olympics are artistic gymnastics and rhythmic gymnastics. Artistic gymnastics includes events such as the floor exercise, pommel horse, and vault, focusing on strength, flexibility, and routines. Rhythmic gymnastics features routines that incorporate elements like ribbons, hoops, and balls, emphasizing grace and artistic expression. Both disciplines showcase the incredible athleticism and artistry of gymnasts.