The time has come to ditch a beloved old anachronism of the Industrial Revolution: horsepower. With the mass-market introduction of electric vehicles, the term has outlived its usefulness and eventually it may even become a relic of a bygone era. Fundamentally, the unit is an expression of work performed over time, a quantity in physics that describes how much energy is needed to move a certain amount of mass a certain distance over a certain period.