As a general rule, yes. However, please remember that the Toddlers/Preschoolers “rule” at the playgroup, so it will be up to you to keep your younger one out of harm’s way around the older ones and their toys.
Some events do specify age ranges, though, so please do respect the wishes of the hostess.