If you like your lifestyle where you are, by all means, stay. If you can find investors, lawyers, and accountants (assuming you want them) that you trust, stay where you are.
But if you're just a couple of crazy kids with a work ethic and an idea to change the world, and if you are willing to do everything possible to give your startup the highest probability of success, go to the Valley.