The accident took place next to Korowe along the Kisumu Nairobi Road.
It was reported that the rider was carrying three pupils to school when he rammed onto an oncoming vehicle.
According to witnesses, poor visibility could have contributed to the early morning tragedy.
The rider and the pupil died on the spot while two other pupils sustained injuries and were rushed to the hospital.