Hey @(you need an account to see links), what GPU do you have? How are you monitoring the memory usage? Which games are you having issues with? Did this just start happening? Is there noticeable lag when playing?
Try closing all background apps and/or booting into Safe Mode w/ Networking and see if this changes it.