If you just change job you will typically earn more in the next job. You should factor this in to any change.

I've worked in start ups and large companies. I quickly realized that I could make more money consulting/contracting for large companies, than working for either. This is at the sacrifice of not doing the most interesting work. If money wasn't an issue I'd love to do a start up again.