In one embodiment, a method includes determining a first set of similarity metrics for a first storage environment, obtaining one or more second sets of similarity metrics from second storage environments that correspond with the first storage environment, calculating a similarity measurement score between the first storage environment and each of the second storage environments, and determining a set of similar storage environments from amongst the second storage environments based on the similarity measurement scores. Other methods, systems, and computer program products are presented according to more embodiments.