The best fat tire electric bike for snow combines wide tires (4.8″+), robust motors (750W+), durable batteries, and weatherproof designs. Top models prioritize traction, cold-resistant batteries, and hydraulic disc brakes. Brands like RadPower, Aventon, and HappyRun excel in balancing power, …