The incident occurred just past midnight on the 5800 block of North 2nd Street.
According to police, a 24-year-old man was shot in the hand and a 19-year-old man was shot in the shoulder.
They say the victims ran to the 200 block of Furley Street after being shot.
Police found two vehicles riddled with gunfire and ten rounds of ammunition nearby.
Both victims were taken to Einstein Medical Center and are listed in stable condition.
Police are searching for the gunman.