Battery chemistry controls the voltage of the cell. size doesn’t affect the voltage of a battery.
above 3 batteries have same chemistry, so the voltage is the same. so current also same because resistance is same. The amount of energy in the cell is higher in a larger cell, simply because there is more material to react.
Increasing the size of a battery without changing the number of cells increases its lifetime.