Bias on lens observable properties as a function of the minimum Einstein radius. First panel: median redshift. Second panel: median observed stellar mass. Third panel: median half-light radius at an observed mass of log = 11.4. Fourth panel: median axis ratio. In each panel, the dashed black line indicates the value of the parent population. Error bars indicate the standard deviation of the mean of the lens sample.