We consider large random matrices with centered, independent entries but possibly different variances and compute the limiting distribution of eigenvalues, as well as the trace of f(X)g(X*) for analytic test functions f and g. We then consider applications to long time asymptotics for systems of critically coupled differential equations with random coefficients.