Honestly, keeping your options open might be your best plan.

You may be able to catch peak fall foliage in Gettysburg or s. Of Philadelphia. The weather can also be drastically different in these areas as well. If you like Halloween stuff, there's a lot in the Lancaster area along with of course, wineries.