In this paper, we consider graphon particle systems with heterogeneous mean-field type interactions and the associated finite approximations. Under suitable growth (resp. convexity) assumptions, obtain uniform-in-time concentration estimates, over infinite) time horizon, for Wasserstein distance between empirical measure its limit, extending work of Bolley–Guillin–Villani (2007).