A random assignment is rank-minimizing if it has the minimum average rank of objects for agents among all possible assignments. We show that a rank-minimizing random assignment is rank efficient, in the sense of Featherstone (2020). Moreover, we propose a mechanism called the Random Borda-Ranked, which is rank-minimizing and satisfies equal treatment of equals and weak strategyproofness