While the research and the reputation of the lab is one of the things students often look for when applying to a research supervisor, there are other factors that are crucial in getting the best of out your post-graduate years. Here are the things people listed out when we asked current and already graduated post-graduate students, and why that's the case : Research Their papers and who they have written How often do they publish research papers PI's mentorship style Environm