Why would it increase the motor size significantly? Even low voltage electric motors have insane torque compared to fossil fuel engines.
Don't forget, once you've added an extra tonne of batteries your suspension and chassis need upgrading (ie get heavier) to compensate, so you need to add more batteries to compensate....