Officers responded at 1 a.m. after a 911 caller reported that a person lying in the street near Black Canyon Highway, just south of Northern Avenue.
They found a teenage boy who had been shot, and he later died from his injuries at the hospital.
His name is Jose Cordova Torres, 16.
A teenager and a man were also dropped off at a hospital with serious gunshot wounds, and police say they are believed to be involved in the same incident.
No other details were released.