CO solubility was measured in four bio-oil compounds using static-analytic VLE equipment. A comparison on the performance of different EoS (PC-SAFT, SRK and PR) was made. Modelling of polar compounds with Polar PC-SAFT was tested. Polar PC-SAFT is not needed for weakly polar compounds (μ < 1.0 D).