I think oil keeps draining until the tank/reservior is empty, then the needle drops.
There is a bit of a randomization, some holes are bigger than others. You can lose oil and still fly for a long time sometimes, but others it drains too fast.
Are you sure it's not moving very slowly?
I have not watched the film, so sorry if these are answered in there.