We tried using conda and it was a total disaster. The shared libraries it adds in front of LD_LIBRARY_PATH broke all kinds of tools from the host OS (RHEL6 at the time). Adding channels for packages not available in the default repository would trigger massive downgrades of other packages. Then I found Nix and got rid of conda as fast as I could 
3 Likes