Yes, I suspect with ideal mixing then stoichiometric would work out best, however it never is ideal so going a little leaner helps reduce rich pockets in the mixture.
Also 12.6:1 gives more power mainly because there is more fuel and sufficient oxygen to burn it and power is largely determined by the amount of fuel.