No real drawbacks, I love the program. Just in my job search and experience there seems to be more opportunities for quant trading in Chicago vs NYC. I can confirm all of what quiangouzi has said, though.
Edit: I will add that I don't think it's a huge difference. Attend whichever program/city you like better and you'll have plenty of opportunities.