Police say the woman, 27, was traveling at a high rate of speed when she crashed in the 5000 block of South Lake Shore Drive just before 3 a.m.
The woman was taken to the University of Chicago Medical Center, where she was pronounced dead. A 30-year-old man riding in the SUV was taken to the hospital in fair condition.
The police major accidents unit was investigating.