SYSTEMS AND METHODS FOR PREDICTING FUEL CONSUMPTION EFFICIENCY

A computer-implemented method for predicting fuel consumption efficiency. The method can include receiving vehicle telematics data from a client device. The method can also include analyzing historical trip data including past commute patterns and vehicle route data based on the vehicle telematics data. The method can further include analyzing, using a trained machine learning model, the vehicle telematics data to determine one or more past user driving features. The method can additional include receiving at least one of traffic congestion information, terrain information, or weather condition information for one or more future vehicle trips. The method can also include predicting, using the trained machine learning model, a future fuel consumption efficiency of the user during a predetermined future period of time. The method can further include transmitting the future fuel consumption efficiency, as predicted, for one or more routes to the client device for display. Other embodiments are described.