Someone mentioned to rent a 4WD/AWD vehicle in case it snows, I'm not trying to be a know-it-all, but when it snows, you won't be going anywhere unless you've got snow tires.
Rental companies are unlikely to equip their cars with snow tires, especially if you're renting from San Francisco.
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