3). This in turn means that linear regression models (r p ) are not the best metric for quantifying the accuracy of free energy predictions, especially when the experimental results have large variances. Moreover, uncertainties in experimental predictions also undermine the reliability of MUEs when these values are small in magnitude (less than 1 kcal/mol).