Many participants included additional binding free energy predictions as "non-ranked" submissions. For the most part, the difference between additional submissions is a single change such as using a different force field, a different sampling technique, or a different charging scheme. The submissions have also been analyzed and included in Table . Here we survey the sensitivity and impact of such changes on binding free energy predictions for the SAMPL8 host-guest challenge (for ranked and non-ranked methods).