We've done both with our two girls. Depends on where the party is etc... generally DD2 stays behind, but lately DD2 has been getting party invites without DD1, and now its just a special thing for them to go to parties on their own. If I'm working, however, sometimes the sibling has to go so we ask the party host in advance.