Customization of sharing of rides can involve the grouping of passengers in vehicles according to objective and subjective parameters and preferences. In some embodiments, vehicles or other components of the system are equipped to identify and compare information about users of the system using biometric scanning. In some embodiments, fares for rideshares can be tied to a projected quality or desirability of the rideshare for a user or users of the system.