A segment-based activity coefficient model is developed through UNIversal QUAsiChemical (UNIQUAC-SAC) and is applied for vapor-liquid and solid-liquid equilibrium calculations. We incorporated the conceptual segment approach of NRTL-SAC activity coefficient model with modification of binary interaction parameters for the conceptual segments. The conceptual segments are represented by n-hexane, dimethyl sulfoxide, nitromethane, and water as hydrophobic, polar attractive, polar repulsive, and hydrophilic, respectively. The UNIQUAC-SAC molecular parameters are obtained for 82 common solvents that 62 of them are the common solvents in the pharmaceutical industry.The UNIQUAC-SAC and NRTL-SAC models are employed to compute the vapor-liquid equilibrium of binary, ternary, and quaternary systems. In most cases, the UNIQUAC-SAC model gives a better prediction than the NERL-SAC model. Moreover, the UNIQUAC-SAC model is extended to modeling the solubility of the organic nonelectrolyte solute in common solvents. Finally using the UNIQUAC-SAC and NRTL-SAC models, the solubility of the several pharmaceutical solutes is calculated in single and two solvents and compared with the experiment.source of 40% of the anthropogenic volatile organic coumpounds. 3 A proper solvent selection results in faster product separation and purification, less solvent emission, higher yield, lower overall cost, and better production processes. Many approaches have been presented to allows one to select a suitable solvent so that the available methods may vary according to the employed tools. 4 The aspects such as property screening, computer-aided molecular design (CAMD), solubility estimation using thermodynamics models, reactivity assessment, HSE scoring are some examples of these approaches. From a standpoint of thermodynamics, solubility is as a key parameter for the selection of solvents in the pharmaceutical industry. 5 Activity coefficient property is a very important factor that is used in most chemical systems to account the effective concentration of a species in a mixture. Methods such as Robbins chart, UNIFAC as a group contribution method, radius of interaction analysis, and Hansen solubility parameters have been applied to identify candidate solvents for crystallization process. 6 Although systematic methods for solvent selection appeared during the 1960-1970s when the concept of Hanses's solubility parameters were introduced for paint formulation, but the Hansen model is a correlative method which requires the experimental data to obtain solubility parameters. 7 The UNIFAC group contribution method is an estimation approach which requires only the chemical structure. Although this model has shown limited utilities with some reasonable predictions for solubility of a few solid organic compounds, however the model is not suitable for solvent screening purposes. The key assumption of UNIFAC approach is not fulfilled for complex organic compounds with a molecular weight in the range of 200-600 g/mol. However the main reason is intramolec...