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The model behind 'probability of finishing above / below'.

Probabilities on this site are model-estimated, derived from current option-implied volatility under a lognormal price model. They are estimates of what current market pricing implies — not predictions, and not certainties of any kind.

Model

Given spot price S, at-the-money implied volatility σ for the chosen expiration, and time T in years (calendar days ÷ 365):

P(finish above K) = N(d₂), where d₂ = [ln(S∕K) − σ²T∕2] ÷ (σ√T)

N is the standard normal cumulative distribution. P(below) = 1 − P(above). The distribution curve drawn on stock pages is the corresponding lognormal density.

Assumptions (all of them matter)

Touch probabilities (reaching a level at any time before expiration) are approximated as roughly twice the finish-beyond probability, capped at 100% — a standard rule of thumb, labeled as an approximation wherever it appears.

Methodology version: em-1.0 (since August 2026). If the method changes, previously recorded outputs keep the version that produced them.

← Expected move IV30 and volatility metrics →

Consumer Cyclical

ABNB · Airbnb, Inc.AMZN · Amazon.com, Inc.AZO · AutoZone, Inc.BABA · Alibaba Group Holding…BBY · Best Buy Co., Inc.BYD · Boyd Gaming CorporationCAVA · CAVA Group, Inc.CCL · Carnival Corporation & plc

ETF

ARKK · ARK Innovation ETFBITO · ProShares Bitcoin ETFDIA · State Street SPDR Dow…EEM · iShares MSCI Emerging…EFA · iShares MSCI EAFE ETFEWZ · iShares MSCI Brazil ETFFXI · iShares China Large-Cap ETFGDX · VanEck Gold Miners ETF

Technology

AAPL · Apple Inc.ADBE · Adobe Inc.AI · C3.ai, Inc.AMAT · Applied Materials, Inc.AMD · Advanced Micro Device…APP · AppLovin CorporationARM · Arm Holdings plc Amer…ASML · ASML Holding N.V.

Financial Services

AFRM · Affirm Holdings, Inc.ALL · The Allstate CorporationALLY · Ally Financial Inc.AXP · American Express CompanyBAC · Bank of America CorporationBLK · BlackRock, Inc.BX · Blackstone Inc.C · Citigroup Inc.

Industrials

AAL · American Airlines Gro…BA · The Boeing CompanyCAT · Caterpillar Inc.CMI · Cummins Inc.DAL · Delta Air Lines, Inc.DE · Deere & CompanyEMR · Emerson Electric Co.ETN · Eaton Corporation plc

Consumer Defensive

CELH · Celsius Holdings, Inc.CL · Colgate-Palmolive CompanyCOST · Costco Wholesale Corp…DG · Dollar General CorporationDLTR · Dollar Tree, Inc.EL · The Estée Lauder Comp…GIS · General Mills, Inc.HSY · The Hershey Company