Factor in the cost of parking as well. I've had a car here in SF and unless you have a garage space ($150-$200 per month) you will need to get a permit for your neighborhood ($75 per year I think). The permit is really cheap but you will spend a not insignificant amount of time searching for available spaces, and your car may have a window or two smashed over the course of the year.