Add a custom field that calculates the time gap from a certain stage to Closure

We'd like to add a customer field to Opportunities which calculates the gap between the time the opportunity stage changed to "Price Quote" and the time it was closed.

I tried building such a formula and was unable to capture the date in which the opportunity stage had changed to the desired stage.