It happened around 4 p.m. Monday at Genesee and Abingdon Avenues in the Eltingville section.
Eight of the victims were seriously injured.
One person is in critical condition.
All of the victims were taken to Staten Island University North Hospital.
The cause of the accident is under investigation.