 SWARF mass spectrometry consists of a data independent acquisition and a targeted data analysis strategy that aims to maintain the favourable quantitative characteristics on the scale of thousands of proteins. Here, using data generated by 11 groups worldwide, the authors show that SWARF MS is capable of generating highly reproducible data across different laboratories. This article was authored by Ben C Collins, Christy L Hunter, Yang Sheng Liu, and others.