Recently A. Naber obtained the characterization of the bound of the Ricci curvature by analysis of path spaces, based on this work S. Fang and author gave the explicit spectral gap of the Ornstein-Uhlenbeck operator on the Riemannian path space. In this paper, extensions to path space over nonsmooth metric measure space are derived.