If I had to pick an arbitrary time frame, that's what I would guess. The problem is most of the time you will never know that you were protected from a surge. Metal oxide varistor Wikipedia Link.
The problem is you never have any idea how many surges, or how damaged your surge protector is. Usually as mine get older, I retire those surge protectors to other less important things.