Through the advent of large plant trait databases, timetrees, and comparative analyses to handle such databases, we are gaining increasing insight into how plants evolved to thrive in different settings. I will discuss several projects in which I've been involved in which we examined the evolution of plant function (growth form, leaf construction, seed size, conduit anatomy) at a global scale, as well as where our existing resources currently fall short.