Usually and mostly they prefer warm water.
Do Tadpoles Live Better In Warm Or Cold Water?
Warm or room temperature water. They breed better in temperate environment (that is, not hot and not cold).
Whatever water the frog left it's frogs-borne, in the wild they often leave it in cold water.