Conda is a package manager for more than Python. It manages libraries that are shared between Python and R and other tools. This isn't possible with a purely Python-based solution.

It also does envs better than most other solutions since it will prefer hardlinks which allows environmental isolation at a very small cost in terms of disc space.

Full disclosure: I work for Anaconda Inc. where I am trying my best to make package management and scientific computing easier.