In this paper, we present a new class of distribution called generalized Hermite-Genocchi distribution (GHGD). This model is obtained by compounding generalized Hermite-Genocchi polynomials given by Gould and Hopper with powers series distribution. Statistical properties and reliability characteristics are studied. The model has been applied to several real data. Finally, a simulation study is performed to assess the performance of the model.