Two big ones I can think of:
1. Have your application look and act like a standalone application rather than a webpage—Chrome tried to support this with application shortcuts (or whatever they were called), but it never worked well enough
2. Give your application access to native APIs and capabilities that you can't get through the browser, like direct filesystem access