Thanks for mentioning Conary. So the problem is not getting better: new package formats getting added :-)
Are all Conary-based distributions compatible with each other?
(Conary was invented to solve a different problem. It is well-suited for solving it. But Conary won't bring us world peace. Nor would it unify all distributions)