Both e-bikes and electric scooters can be used in various weather conditions; however, it is essential to consider the safety hazards associated with wet or icy roads. While some models are designed to be more water-resistant than others, it is generally not recommended to use your electric ride in heavy rain or snow. Some e-bikes and e-scooters also offer better grip and tires designed for various terrains, which can improve safety in adverse weather conditions.