We investigate the qualitative behavior of a second-order system of exponential difference equations. Particularly, we study boundedness and persistence, existence and uniqueness of positive steady-state, parametric conditions for local and global asymptotic stability of the unique positive equilibrium point and the rate of convergence of positive solutions of this system. Numerical simulations are provided to illustrate theoretical discussions.