A short review of the available models and databases in the Multi‐Phase Equilibrium (MPE) package developed by CSIRO are outlined in this paper. The capability of the MPE model covers the behavior of a large number of elements in high temperature processes such as iron ore sintering, iron and steelmaking, copper smelting and converting, nickel, lead, and zinc smelting as well as waste treatment etc. Some examples on the validation of the model and databases against published experimental data on slag liquidus, sulphur capacity, phosphorus partitioning and viscosity etc. are shown. Finally, a few examples on application of MPE to iron ore sintering, ironmaking, and steelmaking are also presented.