I would expect quite the opposite. The bigger the screen the more dramatic the power draw to illuminate all the extra square inches.

That was borne out by my experience with the SE when I first got it, having better battery life than any other smartphone I'd owned.

My plan for now is to hang on to the SE for another couple of years, with battery replacement when it gets too tired.