Another consideration is the energy factor (EF) of the water heater, which measures its energy efficiency. The higher the EF rating, the more efficient the unit is at converting energy into hot water. Investing in a high-EF electric water heater may have a higher upfront cost but can result in significant savings on energy bills in the long run.