Conda environments are the most isolated from the host os, outside of using docker or a vm. They’re also the most heavyweight. As a package manager, you can install a lot of non-python stuff. It’s more similar to apt or yum than pip. You can even do things like run bash on windows with m2, which I usually find preferable to wsl.