There are a lot of different factors that can affect whether eggs hatch early or late. Average incubating temperature is a big one. Humidity can affect it. Some other things that can affect it though may be relative to an individual egg. Heredity, how it was stored before incubation started, age of the egg, and relative size of the eggs are a few that come to mind pretty quickly.
If the eggs were stored about the same way and incubated together, they will probably hatch roughly about the same time, certainly within a couple of days of each other. But if they came from different places and were stored different ways before incubation started, then they could be more spread out.
I have had some hatches that were over within 18 hours of the first chick hatching. I've had some that drug out more than two days, I think because I stored some of the hatching eggs too warm.