I suspect a higher percentage of developers are fired from one bad mistake than CEO's. Remember, it's often debatable if a CEO makes a bad decision and simply replacing the CEO often has significant downsides. Further, a CEO making a mid sized mistake is often seen as simply taking or not taking risks.

As to pay, generally CEO's can find a high paying job easily. They simply don't need to.