My kids are the same spacing (but older), and the best I found was classes at the same time - the soccerplex was good, and Dynamite Gymnastics was another one. Both times, the little kid had parent participation and the older one did not.
I wonder if a music or a "movement" (early dance) class might be an option, maybe through the county or city of Rockville?