South slope of Beacon Hill (sorry, the North slope people are party poopers) has a huge turnout. Close the streets and it still hard to get around, at least on Chestnut St, there are so many people. Home owners go all out for Halloween.

This search gives you and idea of how crowded. https://twitter.com/search?q=boston%20beacon%20hill%20halloween&src=typed_query