We present theoretical studies for the third-order elastic constants C ijk in zinc-blende nitrides AlN, GaN, and InN. Our predictions for these compounds are based on detailed ab initio calculations of strain-energy and strain-stress relations in the framework of the density functional theory. To judge the computational accuracy, we compare the ab initio calculated results for C ijk with experimental data available for Si and GaAs. We also underline the relation of the third-order elastic constants to other quantities characterizing anharmonic behaviour of materials, such as pressure derivatives of the second-order elastic constants c ′ ij and the mode Grüneisen constants for long-wavelength acoustic modes γ(q, j).Paper accepted to Phys. Rev. B.