One thing I do if I need to give out a specific number is:
Estimate how much it would take if everything went 100% smooth (X), then, calculate how much it would take if everything went 100% wrong (Y) and then do the following calculation
(X+Y) / 2
That usually gives a good number.
Gijo Varghese
A WordPress speed enthusiast