Predictive peer-based tire health monitoring

A method of monitoring vehicle tires is disclosed. The method comprising: receiving tire data associated with a plurality of tires on a vehicle; and determining a health condition for each of the plurality of tires by performing an individual self-comparison and a peer-based comparison of the tire data for each tire, wherein the individual self-comparison reduces variances between the plurality of tires on the vehicle, and wherein the peer-based comparison reduces variances within each tire. Furthermore, an apparatus is disclosed comprising: at least one processor; and program code configured upon execution by the at least one processor to monitor vehicle tires by receiving tire data associated with a plurality of tires on a vehicle, and determining a health condition for each of the plurality of tires by performing an individual self-comparison and a peer-based comparison of the tire data for each tire.