The authors consider the existence of the solution to the Cauchy problem in the class of nonlinear stochastic partial differential-difference equations of neutral type, with regard for random external perturbations independent of the Wiener process. Sufficient conditions are obtained for the coefficients of the nonlinear stochastic differential-difference equations of neutral type that guarantee the existence of the solution with probability one.