My oldest had enough of that when he was 12. The parties get smaller and it's weird to have younger siblings there. Also, older sibs get tired of the little ones parties, though I did pay my older DS and a friend $20 each to be "helpers" and my youngest's trampoline party a couple years ago. (DH was sick and none of the other parents were planning on staying. I didn't need any help but was glad to have 2 responsible tweens about in case someone broke a bone and I was fully preoccupied.)
Talk to your kids about it and take their lead.