Abstract: Prioritizing delivery of different portions of images is disclosed, including: receiving a request for an image file; identifying a cluster of characterized images in an N-dimensional space to which the image file belongs; assigning a split point to the image file that is associated with the identified cluster of characterized images; and prioritizing a delivery of a first portion and a second portion of the image file based at least in part on the assigned split point.