# Probability ITM formula for options

Given a stock of price price and annual volatility annual_volatility, and given an option with strike price strike and expiry in calendar_days_remaining calendar days, I want to know the probability that it will expire in-the-money.

In other words, I need what you see as "probability ITM" in TOS or InteractiveBrokers.

So far I've found no answer for this on the internet, other than this calculator that thankfully works client side, so we can actually see the code (variable names are edited by me to try to make sense of this):

  price = form.price.value;
strike = form.strike.value;
calendar_years_remaining = calendar_days_remaining/365;
annual_volatility = percent_annual_volatility/100;

vt = annual_volatility*Math.sqrt(calendar_years_remaining);
lnpq = Math.log(strike/price);
d1 = lnpq / vt;

y = Math.floor(1/(1+.2316419*Math.abs(d1))*100000)/100000;
z = Math.floor(.3989423*Math.exp(-((d1*d1)/2))*100000)/100000;
y5 = 1.330274*Math.pow(y,5);
y4 = 1.821256*Math.pow(y,4);
y3 = 1.781478*Math.pow(y,3);
y2 = .356538*Math.pow(y,2);
y1 = .3193815*y;
x = 1-z*(y5-y4+y3-y2+y1);
x = Math.floor(x*100000)/100000;

if (d1<0) {x=1-x};

pabove = Math.floor(x*1000)/10;
pbelow = Math.floor((1-x)*1000)/10;


Here we have, in pabove, the probability it'll expire above the strike price (and the opposite in pbelow).

My question is: why are there hardcoded numbers (1.330274, .3989423, etc)? What do they represent?

What is the actual formula to compute probability ITM and does it have hardcoded constants like the above script?

• In the Black-Scholes model, the probability of ending up in-the-money is $\mathcal{N} \left( d_2 \right)$ in case of a European call option. Here $\mathcal{N}$ is the normal CDF which has to be approximated numerically. The constants you see in the code appear in one such approximation. Also, please search a bit on this page as your question regarding in-the-money probabilities has been asked an answered before. – LocalVolatility Jan 11 at 17:46