Some embodiments provide a map application that identifies several different transit routes from a starting location to a destination location. Each identified transit route includes one or more transit legs that are serviced by different transit vehicles of different transit lines. The map application also identifies a set of incidents that are associated with one or more transit legs of one or more of the identified transit routes. The map application of some embodiments then ranks the transit routes based on a set of criteria and the identified set of incidents. The map application displays, in a display area, a representation of a highest ranked transit route over a portion of a map presentation.