Evaluating the reliability of five models predicting the probability of a cluster to appear in the eRASS1 primary cluster catalogue (x-axis). The y-axis represents the actual fraction of selected objects in the test sample. The bottom panel shows the residuals (difference) of each curve with respect to the one-to-one line. Shaded regions indicate 68% confidence intervals in each bin of probability.