Three of the people are in critical condition.
Officers are still at the scene speaking to witnesses and trying to determine if the teens went to a nearby high school.
RCMP Cpl. Bert Paquet said the motorcyclist was travelling southbound on 128 Street. Officers still are trying to determine whether the crash happened at a crosswalk.