
According to an interview in TIME, it seems their time to go had come.
Says scribe Joel Stein:
 Because her characters are simple, she’s smart enough to retire them long before other SNL cast members would.She’ll no longer do Penelope the one-upper or Gilly the mischievous schoolgirl, not even at Michaels’ request.