Disclosed herein are a traffic prediction system, a vehicle-mounted display apparatus, a vehicle, and a traffic prediction method. The traffic prediction system includes: a vehicle configured to acquire a driving probability for at least one drivable route; and a server apparatus configured to receive the driving probability for the at least one drivable route from the vehicle, and to calculate a volume of traffic for the at least one drivable route based on the driving probability for the at least one drivable route.