The incident happened around 7 p.m. on the 600 block of MacDade Boulevard.
Witnesses say a father and a stepfather of one of the children got into an argument, and one of them stabbed the other.
The victim was rushed to the hospital. His condition is not known at this time.
The suspect remains at large.