All of my friends who live in 2 bedroom apartments in decent neighborhoods in chicago are paying $2300-2500, without parking included. Chicago median rent is artificially depressed because there are a lot of very bad neighborhoods you would never live in, while those in SF are quite rare (Tenderloin, SoMa)