Abstract: A method and system for match-based routing are described. The network computer system receives a first transport request for a first user and performs a selection process to select a provider to fulfill the first transport request. The network computer system determines multiple navigation routes between a current location of the selected provider and a waypoint associated with the first transport request and computes a match score for each of the navigation routes. The match scores are based on probabilities of the selected provider receiving an additional transport request from an additional user while the selected provider fulfills the first transport request along that navigation route. The network computer system selects one of the navigation routes based on the computed match scores and sends data corresponding to the selected navigation route to a provider computing device of the selected provider.