The FDNY says five people on board jumped into Raritan Bay at around 8:30 a.m.
A nearby boater was able to get everyone onto that boat until first responders arrived.
All five were rescued and taken to the hospital for treatment.
The 23 foot boat was destroyed.
The NYPD is looking into the cause of the fire.