Embodiments of a method and system for determining delivery estimates for shipping a parcel include: retrieving historical delivery data from a plurality of shipping carriers; generating cross-carrier delivery features based on normalizing the historical delivery data; generating a cross-carrier delivery prediction model based on the cross-carrier delivery features; retrieving parcel data for the parcel based on a tracking number S