This result highlights the importance of capturing subtle structural variations, even within the same structural family, as they can significantly impact materials' placement in structural density space. The LoStOP metric is particularly sensitive to these differences, allowing us to distinguish compounds that might otherwise be assumed to be structurally similar based on their chemical compositions alone.