We explicitly find the rate of exponential long-term convergence for the ruin
probability in a level-dependent L\'evy-driven risk model, as time goes to
infinity. Siegmund duality allows to reduce the pro blem to long-term
convergence of a reflected jump-diffusion to its stationary distribution, which
is handled via Lyapunov functions.Comment: 20 pages, 5 figure