The final magnetic state of a cluster may be in a local minimum that is not the global minimum. To reduce the chance of this happening, for each of the magnetic elements (Fe, Mn, Co, Ni, Ru, Rh, V, Cu, and Cr) we evaluated the effect of using different initial magnetic moments (+1 𝜇 " /atom, +2𝜇 " /atom, +3𝜇 " /atom, and +5 𝜇 " /atom), as set using the MAGMOM parameter in VASP. We evaluated the final magnetic states and energies of 2228 clusters with between 3-55 atoms selected from an early version of the QCD. We found that for some elements (e.g. Co) the final state is almost always independent of MAGMOM, whereas for others (e.g. Cr) it is common for the cluster to get trapped in local minima, making it important to initialize with multiple MAGMOM values. Often clusters with an odd-number of electrons would have a net magnetic moment of 1 𝜇 " per cluster, and clusters with an even number of electrons would have a net magnetic moment of 0 𝜇 " , but this behavior was largely independent of MAGMOM. In Table , we list the elements which retain non-zero magnetic moments after relaxation as well as the effects of multiple magnetic initializations (as shown in Table ) on magnetic moments after relaxation.