Comparisons of Gibbs ensemble Monte Carlo simulations with experimental data for the cage occupancies in N 2 clathrate hydrates are performed to assess the accuracy of such simulations, to refine the effective potentials employed, and to help interpret recently measured large cage over small cage occupancy ratios [Petuya et al., J. Phys. Chem. C 122, 566 (2018)]. Different sets of interaction potentials for N 2 N 2 , N 2 H 2 O and H 2 O H 2 O interactions are considered. Some of them fail to reproduce the known experimental fact that some large cages are doubly occupied at 273 K and high pressures. The best agreement between simulations and experiments is obtained when using a new N O interaction potential derived in this work by averaging an ab-initio potential energy surface for the N 2 H 2 O dimer.