I found the paste works really well outside to keep water out of gaps. As it freezes it causes things to push around at the joints making poor connections.
For a moment there I thought you were referring to the graphite paste freezing, and thought "wow, that's a HARSH winter!".... then I realised you meant the water.....!
Jon.