Do you use venv? Conda gives you that capability (which is absolutely critical with the state of interconnected and complex package relationships) plus a package manager. I’m not sure what conveniences conda may provide over pip/virtualenvs but I imagine there is something that conda gives as an advantage for package publishers. I’d be curious about that myself having not pushed any packages to pypi or a conda repo.