Not all solutes will dissolve in all solvents.
Solutes and solvents that have similar intermolecular forces are more likely to dissolve. Polar and ionic solutes will be more likely to dissolve in polar solvents, while non-polar solutes will be more likely to dissolve in polar solvents.