We attended last year on the 31st.
Not everyone dresses up, but your kids, regardless of age will not feel out of place if they do...
We all wore Redsox hats and shirts, and went a a pack or Rabid Red Sox fans !!
If they do get in costume...think it thru. Some may be difficult to get on rides with.
Have fun