If a model ensemble was perfect such that the true observed climatic variable can be regarded as indistinguishable from a sample of the model ensemble, then the rank of each observation lies with
equal probability anywhere in the model ensemble, and thus the rank histogram should have a uniform distribution (subject to sampling noise).