Will the brightness of a light change with the size ooof the battery?

The brightness of the light will change with the voltage of the battery.

That's not always related to its physical size.

The higher the voltage is, the brighter the light will be, until you reach one

particular voltage where the light goes out, because you have burned it out

with overvoltage.