The crash happened around 6:53 p.m. near Highland Avenue and 35th Street in Downers Grove, police said.
Video from the crash scene showed two damaged cars.
Police say a car was turning and was hit by another vehicle. The driver and passenger of the turning car both died. A driver and passenger in the second vehicle are in the hospital.
Police blocked off part of Highland Avenue during the investigation.
The crash is under investigation.