The systematic and transparent assessment and documentation of method performances in suspect screening approaches are crucial when considering the range of accessible markers and the corresponding implications for data quality, but are still an often neglected task. By providing a comprehensive evaluation of method performance, the comparability of results from different suspect screening approaches is improved ensuring transparency and reproducibility of these studies.