The condition number of the polynomial eigenvalue problem is a measure of the sensitivity of eigenvalues when the input matrix polynomial is slightly perturbed. In this paper we show that the expected value of this condition number for random complex Gaussian inputs can be computed exactly, and actually yields a closed, neat formula!