Rule reminder
'Stare per + infinitive' = to be about to (do) — immediate future, neutral. 'Essere sul punto di + infinitive' = to be on the verge of / at the critical point of — often dramatic, at a decisive moment.
The train is about to leave — hurry up! (immediate, neutral). Which is most natural?