It happened around 1:30 a.m. Saturday on the 3000 block of Fontain Street.
Police say a man in his 30s, and the second victim, a man in his 20s, were both hit in the legs.
One victim was taken to Hahnemann University Hospital. He was treated and is expected to be released.
The other victim was taken to Jefferson University Hospital. He is listed in stable condition.
So far, no arrests or word on a motive.