I like cork about the diameter if a wine cork, I prefer a domed top for a better lip seal.
if the hole ever enlarges in cork where it gets loose I have cut a tiny piece of rubberband and poked it up in the hole for extra friction.
never treated rubber ones but have some that have dried and gotten splits in them over time.