This one took me by surprise when I visited SF for the first time five years ago. I thought it would be booming with activity just like NYC, so I thought nothing of trying to find food when I arrived at ~11pm.
NOTHING. Nothing was open.
It must be a huge bummer to live in a city with NYC prices without that (very important --- to me) NYC perk.