I think success is what you define it. At the moment - my own definition for my start up is enough earnings for me not to rely on getting another job on the side.
Outside of tech-startup-land I think that is most entrepreneurs definition of success. Then you start adding goals to success like "not have to get a job and can take a vacation every once in a while"