How many AA batteries do you need to power a 1500-watt electric bike motor? The answer to this question will depend on the motor and your needs. Your bike will move faster if it has a higher wattage. You will need thicker wires and larger batteries for higher wattages. Consider the amount of distance that you will be riding every day and the frequency with which you intend to use your 1500W ebike.