Doesn't work on Windows.

It is also quite complex and demands huge investment of time to understand its language which isn't so nice to program in it.

The number of cached combinations of various ABI and dependency setting is small with Nix. This means you need source compilation of a considerable number of dependencies. Conda generally contains every library built with the last 3 minor releases of Python.