Mouse macrophages express specialized genes particular to the organs they inhabit, but whether the same applies in humans is unclear. In human peritoneal fluid, we identified many macrophage phenotypes, including two specialized macrophage types that corresponded to distinct mouse peritoneal macrophages. However, their abundances were markedly different between species.