Water holds temperature much longer than air does so filling it with water helps keep it stable at all times.
When I open my incs door the temps can drop 2-3 degrees in a minute or two.
Without the water bottles it takes an hour or more to recover that temperature.
With water bottles it returns to the set temperature within minutes.