We tackle the problem of a combinatorial classification of finite metric spaces via their fundamental polytopes, as suggested by Vershik in 2010 [24].In this paper we consider a hyperplane arrangement associated to every split pseudometric and, for tree-like metrics, we study the combinatorics of its underlying matroid.• We give explicit formulas for the face numbers of fundamental polytopes and Lipschitz polytopes of all tree-like metrics,• We characterize the metric trees for which the fundamental polytope is simplicial.1991 Mathematics Subject Classification. 05-XX, 92Bxx, 54E35.