We performed over 120,000 quantum chemistry jobs on the MIT SuperCloud Consequently, the reported CPU run time in logarithmic seconds primarily serves as a convenient guide for comparing the performance of studied model chemistries on small organic molecules of similar size to our training set; researchers working with significantly larger or more complex systems may want to benchmark run time for their own specific HPC environments. Nonetheless, these timings provide a practical, consistent reference for evaluating computational efficiency across the different model chemistries presented here.