Does 32GB of RAM help when running a VM?

Yes, if you’re doing other things while the VM runs. For the VM itself, 8GB is 8GB, but the host still needs room for its OS, browser tabs, and other apps. With 16GB total, the host might start swapping once the VM gets 8GB, slowing everything down. 32GB gives breathing room so the host and VM don’t fight over memory.