According to the standard model of cosmology, $\Lambda$CDM, the mass-energy budget of the current stage of the universe is not dominated by the luminous matter that we are familiar with, but instead by some form of dark matter (and dark energy). It is thus tempting to adopt scientific realism about dark matter. However, there are barely any constraints on the myriad of possible properties of this entity---it is not even certain that it is a form of matter. In light of this underdetermination I advocate caution: we should not (yet) be dark matter realists. The "not(-yet)-realism" that I have in mind is different from Hacking's (1989) anti-realism, in that it is semantic rather than epistemological. It also differs from the semantic anti-real...