The incident took place in Holmdel, Monmouth County.
Police say they tried to pull the young driver over, but the teen then sped off.
According to police, the car crashed a short time later.
Two 13-year-olds were arrested at the scene of that crash.
The third occupant ran away and is still on the run.
There is no word yet on the identities of any of the teens involved.