Probability of touching a target, probability of expiring ITM, probability of profit. Black-Scholes-based math for any contract.
P(touch) is approximately 2× P(ITM) — touching a price at any point before expiration is roughly twice as likely as finishing there. This matters for stop placement: a 30% P(ITM) at your stop strike means ~60% P(touch).
You need price above STRIKE + premium paid to profit, not just above strike. Adjust by computing P(ITM) at the breakeven strike (strike + premium), not the option strike.
P(profit) for a credit spread ≈ 1 − P(ITM at short strike). A 0.20-delta short strike has ~20% P(ITM), so the spread has ~80% P(profit) — but max loss is much larger than max win.
These probabilities assume lognormal returns and constant volatility — neither is true in real markets. Reality has fat tails (rare giant moves) and IV smiles (skew). Use these as a baseline, then haircut by 5-10% for fat-tail risk on short-premium trades.