Labourie raised the question of determining the possible asymptotics for the growth rate of compact k-surfaces, counted according to energy, in negatively curved 3-manifolds, indicating the possibility of a theory of thermodynamical formalism for this class of surfaces. Motivated by this question and by analogous results for the geodesic flow, we prove a number of results concerning the asymptotic behavior of high energy k-surfaces, especially in relation to the curvature of the ambient space. First, we determine a rigid upper bound for the growth rate of quasi-Fuchsian k-surfaces, counted according to energy, and with asymptotically round limit set, subject to a lower bound on the sectional curvature of the ambient space. We also study the marked energy spectrum for k-surfaces, proving a number of domination and rigidity theorems in this context. Finally, we show that the marked area and energy spectra for k-surfaces in 3-dimensional manifolds of negative curvature are asymptotic if and only if the sectional curvature is constant.