Various interactive charts provide insights into the overall performance and performance of each of the rescoring features and -if applicable-the predictions that were used to generate them. Detailed descriptions are provided alongside each chart, providing new users with a comprehensive understanding of how to interpret the results. The listing of the application logs and the full configuration facilitate debugging. Together with the option to containerize the software and the open-source license, this also guarantees full reproducibility of the reported results. An example of the HTML QC report and a list of all charts with their descriptions is available as Supplementary Material .