We analyze spectral properties of a class of integral-difference collision operators arising in some nonequilibrium statistical physics models. We present analytical estimates and numerical results for the operators defined on finite intervals and corresponding to the truncated Gaussian equilibrium distribution function. Some conclusions are drawn about the spectrum of operators on whole axis. Physical limitations for these kinds of models are discussed.