An E-bike's range is heavily dependent on several factors beyond just battery size. Motor efficiency, rider weight, topography, and aerodynamic drag from wind all play vital roles. High-capacity batteries (600Wh+) are now common for long-distance touring, while lighter 300Wh batteries are designed for sleek urban e-bikes.
