Quench and temper hardening of a large high speed steel rolling mill roll requires optimizing depth of hardening and inprocess thermal gradients to maximize surface compression and minimize internal tensile stresses that increase likelihood of internal cracking. Model was developed to determine optimal heat treatments for family of roll sizes.