What is the difference between cosplay and LARP?

A costume could be anything! It really could just be a random wig and a cheap out fit. But a cosplay is a very good quality costume, mainly designed for Anime and Manga or featured gaming characters like Mario and Luigi and Prinsess peach.

Although for very popular characters it could be either a costume or a cosplay.

It really depends on it's quality.