Also, a single alkaline battery at 3v, if in the same form factor as a AA batter would have double the voltage, but half the capacity. You’d still want two batteries.

Essentially, 1.5v is a legacy voltage that we keep. Higher voltage, assuming same chemistry, would be at the expense of capacity, assuming the form factor stays the same.

Or simply put, watt-hours would be the same regardless.