I took a stab at
gas. In terms of useful energy, the average gallon of gas does ~6kwh worth of work, and that equivalent 6kwh of electricity at the consumer's home, needed to get that gas, would do ~3kwh of useful work. I took this approach because EROEI doesn't take into account the efficiency of use, depending on context, which is pretty short sighted imo. So, neway, the electricity, and electricity we could get from the natural gas used, to get useful work from gasoline, can do about half that useful work in an BEV. I'm also pretty sure using gasoline dumps three times more carbon dioxide into the atmosphere, than using the natural gas, to make electricity, and power a BEV would.
Diesel should be better, biodiesel even better if using a waste stream, and ethanol from corn is the worst.