Abstract For a wide class of daily applications in industrial quality control, there may be interest comparing several Poisson means. A large catalogue frequentist procedures for this hypothesis testing problem is available. However, some common drawbacks them are their low power, interpretation the ‐values multiple comparison, among many others. In paper, we present unified Bayesian approach t...