Experience, intuition and 50-200% risk premium.

For me it is important to not put too much effort in it, as the developer estimation is usually mangled through sales and management anyway and doesn't have much to do with the final price.
And as nobody really bases internal budget and schedule on it as well, it's kind of pointless in most cases.