Yes, generally speaking the flatter the income distribution the greater mean happiness. However, even setting aside moral concerns about methods (which are tremendous), it's not a given we even _want_ to optimize for mean happiness.

E.g. A society that possesses greater mean happiness may also possess more starvation, more work, or less robustness against future threats.