Specifically, in San Francisco and parts of Europe, the cost of electricity is high enough, or approaching it, that it's not actually cheaper to pay for electricity instead of gasoline.
Somewhere in the neighborhood of $0.70/kWh vs $5/gallon of gas, someone else can go deeper into the math.