Answer
No, the solids will not have the same solubility in water.
Work Step by Step
In order for a solid to dissolve, its lattice must be broken-- a process requiring various amounts of lattice energy. The solubility of an ionic solid somewhat depends on its lattice energy, so the two ionic solids will not have the same solubility in water.