I would say that the only difference that you have to overcome is the tight-knit community of alums. As a CS/OR major from a Top 4 school, I haven't ever gotten an internship offer simply because I was at the school I'm at. Stanford especially is good at fostering connections in the startup community for their students, but Princeton has NY and Harvard has Boston.
