It happened around 10:45 p.m. Thursday at 42nd Street and Girard Avenue.
Police said a 20-year-old man was shot in the neck and chest.
Officers rushed him to the hospital in critical condition.
A 21-year-old man suffered a graze wound.
Police are looking for a white vehicle that fled the scene.