To assess the accuracy of conformational search engines in predicting the global minima, we compared the generated conformations from Auto3D, CREST, Balloon, and ETKDG (from RDKit), with the most stable conformation determined by our QM based workflow. Conformations were ranked based on increasing relative energies, computed using the respective potential energy functions employed by each conformation generation tool.