If I'm just bopping around town, my EV seems to keep a charge for a remarkably long time. Regenerative braking is quite remarkable while idling consumes quite a bit of gasoline. The EV might be able to hold its charge completely through the disaster if you're only going out locally to get water, food and gas.

Newer cars with auto-stop engines might make the comparison a lot farier for the ICE, though.