OMArk can be used to compare gene repertoires from different assemblies or annotations of the same species, aiding in benchmarking annotation methods or gauging improvement in gene repertoire completeness and consistency over time. To do so, it relies on fast, alignment-free sequence comparisons between a query proteome and precomputed gene families across the tree of life.