We examine a complexity function in terms of its partitionability across hierarchical levels. We use an ecological example and describe two models: partitions by levels in the natural dominance structure of a plant community, and by levels in an analytical hierarchy, constructed from measured species associations. Our results help to answer the frequently asked question of how much the levels of a structured system contribute to total complexity.