Douglas, with time sensitive foods like eggs always preheat to the temperature set point. Large items like roasts that cook for many hours have less critical cooking times and can be immersed while preheating.
Otherwise, the temperature of the eggs would depend on the significant variable of water volume.
It's like baking a cake. I hope you wouldn't put the cake in the oven and then start heating the oven.