How to choose appropriate high-performance computers to run EE?

Recently I have access to a workstation, which has processors of “Intel® Xeon® Silver 4116 CPU @ 2.10 GHz”. You can see the figure below. When running EE, I choose 20 threads for example. However, I find that the running time is longer than my personal computer. Could you give me some advices when buying the high performance computers (e.g., computer configuration)?
CPU_info.jpg

Increasing number of threads should initially provide significant speed gains, however, it is a matter of diminishing returns with more threads as shown in this graphic:https://eemodelingsystem.atlassian.net/wiki/spaces/EEREF/pages/107020295/Speed+Gains+with+OMPAlso, you should ensure you are not using more than half the maximum available threads as outlined here:https://eemodelingsystem.atlassian.net/wiki/spaces/EEREF/pages/2387026/Open+Multi-Processing+FunctionalityMore information about hardware is provided here:https://eemodelingsystem.atlassian.net/wiki/spaces/EEREF/pages/2391801/Operating+System+and+Hardware+Compatibility