Personally, all my friends with roommates are in 4-6 bedroom apartments, and $1500 per room is not uncommon. I know these are anecdotes that aren't necessarily representative of the city, but given the prevalence of both high-paying jobs for young people and roommate-situations here, I don't feel like it's that uncommon.