Nobody has mentioned that Guix is readily available on NixOS right now? Add a line to your config and it's ready to go. Compatible with everything else.
You can use Nix on Guix System and vice versa, but it's like installing them as a package manager on a foreign system. The store and packages currently are completely isolated between the two, although there's a very early plan for a common store interface.