We present calculations of the Henry constant for carbon dioxide in water by Monte Carlo simulations over a broad range of temperatures, from 0 • C to the critical temperature of water. A range of intermolecular potential models is examined for each species. Carbon dioxide is modelled by two three-site (EPM2, and Errington and Panagiotopoulos) potentials and water is modelled by four three-site (SPC, SPC/E, MSPC/E, and Errington and Panagiotopoulos) potentials, by the four-site TIP4P potential and by the five-site TIP5P potential. Henry's constant is computed via the Widom test-particle insertion method and by means of a staged free-energy perturbation method. The performance of the various potential models with respect to the accuracy of their prediction of the Henry constant is discussed. The staged free-energy perturbation method, employed at several representative temperatures, allows further analysis of the Henry constant with respect to the free energy of cavity formation for hosting the CO 2 solute molecule in the H 2 O solvent and the free energy of interactions between the CO 2 solute molecule and the H 2 O solvent. We found that all CO 2 /H 2 O models predicted a qualitatively correct temperature dependence of the Henry constant but only the Errington and Panagiotopoulos CO 2 /H 2 O model gave values for the Henry constant in reasonable agreement with experimental data.