Guix does have great reproducability. The person I was replying to was recommending people use distrobox for software that isn’t packaged, I was saying that isn’t reproducible.
The very large majority of nixpkgs is built from source, but there are a few apps that can’t be built for whatever reason. This is still reproducible because it fetches a tagged version of the software and checks it against a hash.