Zr-based metallic glasses have been extensively studied owing to their high glass forming ability and superior mechanical properties. The glass forming ability of ZrNi(Al, Ti, Nb) and ZrCu(Al, Ti, Fe, Co, Ni) bulk metallic glasses was studied based on the bond parameter function and formation enthalpy model. Elliptical curves can be used to distinguish the glass forming regions from other regions in twodimensional model diagrams. The elliptic parameters can be defined by the relative parameters of the constituent elements. The reproducibilities of this model for ZrNi-and ZrCu-based metallic glasses were 84.4% and 93.4%, respectively, indicating good agreement of this model with available experimental data. The predicted results provide a new strategy for designing excellent-performance metallic glasses.