A core task of genomics is to identify the boundaries of protein coding genes, which may cover over 90% of a prokaryotes genome. Several programs are available for gene finding, yet it is currently unclear how well these programs perform and whether any offers superior accuracy. This is in part because there is no universal benchmark for gene finding and, therefore, most developers select their own benchmarking strategy.