This article describes the extensive evaluation testing of the optimal operational configuration for running Ansys RedHawk-SC Electronic Design Automation (EDA) tool on Microsoft Azure. The results identified two categories of results: the first being the best choices for selecting from Azure’s service portfolio. And the second identifies the optimal number of CPUs required to minimize the overall cloud TCO for these workloads.