Monte Carlo simulations to calculate the solubility of 5 sulfur compounds in four commercial solvents and one ionic liquid. Henry coefficients and ideal selectivities are calculated from the computed solubility data. A set of guidelines provided for separating sulfur compounds from natural gas or flue gas. MC simulations are a valuable tool to obtain phase equilibria of complex gas mixtures.