Philosopher L.A. Paul:
[M]etaphysics works by developing a very wide range of models of these features of reality. This range is much wider than you normally see in the sciences, and we use this wide range of different models to enrich our capacity to understand the world in very different or competing ways. The idea is that by doing this we can gain a special sort of understanding of the world . Each different angle that each metaphysical model explores gives us a new way to think of that part of reality, and thus a new way to understand it. By thinking of the project of metaphysics as modeling different ways to think about the world, instead of thinking of it like the scientific project where the objective is arguably to get a unified picture of the world or a single true model of reality, we get a sense of how the main goal of philosophy, especially metaphysics, is the development of a kind of wisdom about ways the world might be. What I mean by this is that while there’s often a lot of derisive talk about science superseding philosophy as it gets a better and better picture of the world, the history of both fields shows much more exchange—e.g., while philosophy learns from the empirical discoveries and physical theory of science, science has often taken advantage of philosophy’s commitment to rigorously working out seemingly weird models of how the world might be.