Pretty much the only reason why you should join a startup as an employee vs working at an established company is learning and opportunity for more responsibility. The thing is that working at a startup doesn't at all guarantee you'll learn more than at a larger company and your learning is going to be much more self-directed since there will be a smaller focus on professional development.
If you're not learning then leave.