Ionic liquids have been extensively investigated as clean solvents for chain polymerization reactions, such as radical polymerization, anionic polymerization, and cationic polymerization. However, the low solubilities of the monomers in ionic liquids often impede the efficiency of these reactions. In this study, the solubilities of two typical vinyl monomers, namely, p-methylstyrene (p-MeSt) and isobutyl vinyl ether (IBVE) were studied in 1750 possible ionic liquids (combinations of 50 cations with 35 anions) by the conductor-like screening model for real solvents. The effects of the cation structures, anion structures, and ion chain length on the solubility were systemically studied. The interaction energies and σ profiles were also employed to explain major factors affecting solubility. The results revealed that a larger size of the nonpolar region of the cation or anion results in higher solubilities for p-MeSt and IBVE, as does a longer alkyl chain in cation or anion. In this study, a theoretical method for selecting ionic liquids for chain polymerization was established.