Does it matter? Producing electricity is almost trivial to scale up when compared to oil, especially if the political weather forecast for your region is nuclear-friendly.
Not included in these calculations is the wear and tear of a standard gasoline engine, which are still running on pretty much the design of the original 1885 Daimler Reitwagen.