Good point. The spot price is definitely not the most accurate measure of this probability. For liquid stocks with advanced derivates it's probably possible to

Good point. The spot price is definitely not the most accurate measure of this probability. For liquid stocks with advanced derivates it's probably possible to find a better probability using one of those advanced derivatives.