I’d imagine the water makes in melt a lot quicker.

Test it. On a cold day at like 4c or in your fridge. Put a large ice cube on something insulating and put a similar ice cube in a large bucket of water.

It’s why if you go through the ice into the water you should roll around in the snow. The most important thing is to be dry.