"Electric vehicles convert about 59%–62% of the electrical energy from the grid to power at the wheels. Gasoline vehicles only convert about 17%–21% of the energy stored in gasoline to power at the wheels"
However, we need to look at the overall picture when considering the adoption/use of electric vehicles..
Advantages and Disadvantages of Electric Vehicles
(Oil) Wells to Wheel Efficiency