This paper presents a comparative evaluation of four tools that can be used to collect user activity data (UAD) in machine translation post-editing (PE) research: Tobii Studio, Translog-II, TransCenter, and PET. These tools are analysed here based on empirical data as a way of providing a picture of what the current state of research has to offer in terms of technology and investigation methods...