A topic in the Open Knowledge Graph — a free, open map of 15,290 topics and the order to learn them in.

Option Greeks and Sensitivity Analysis

College Depth 117 in the knowledge graph ☐ I know this ☆ Set as goal
8topics build on this
915prerequisites beneath it
See this on the map →
Black-Scholes Options Pricing ModelChain Rule+3 more→→Option Greeks: Delta, Gamma, Vega, and ThetaThe Greeks and Hedging Applications in Practice
options greeks sensitivity

Core Idea

The Greeks (delta, gamma, vega, theta, rho) measure how option prices respond to changes in underlying factors. Delta measures stock price sensitivity, gamma measures delta sensitivity (convexity), vega measures volatility sensitivity, theta measures time decay, and rho measures interest rate sensitivity. Traders use Greeks to manage portfolio risk and hedge exposures.

Explainer

From your study of Black-Scholes and partial derivatives, you have all the tools to understand the Greeks: they are literally the partial derivatives of the Black-Scholes option pricing formula with respect to each of its inputs. Black-Scholes takes the stock price S, strike K, time to expiration T, risk-free rate r, and volatility σ as inputs and outputs an option price C. Each Greek answers the question: if I change one input by a small amount while holding everything else fixed, how much does C change?

Delta (∂C/∂S) is the most important Greek. For a call option, delta ranges from 0 to 1 — when the option is deep out-of-the-money, a $1 move in the stock barely affects the option price (delta ≈ 0); when the option is deep in-the-money, the option moves nearly dollar-for-dollar with the stock (delta ≈ 1). At-the-money options have delta ≈ 0.5. Delta has a practical interpretation: it tells you how many shares of stock you need to short to create a delta-neutral hedge that is momentarily insensitive to small stock-price moves. If you own a call with delta 0.5, you short 0.5 shares per option to hedge. This is the basis of dynamic hedging.

But delta only provides a linear approximation, and that's where gamma (∂²C/∂S²) comes in — it's the rate of change of delta. Using your chain rule knowledge: as the stock price moves, delta itself shifts, and gamma tells you how fast. A high-gamma option changes character rapidly as the underlying moves. Practically, a long option position has positive gamma: as the stock rises, your delta increases and you're synthetically getting longer; as it falls, your delta decreases and you're getting shorter. This convexity is valuable — it means the option benefits from volatility in both directions. You pay for this benefit through theta (∂C/∂T), the rate of time decay. All else equal, options lose value as expiration approaches because there is less time for the stock to move into profitability. Theta is typically negative for long options — you're paying for optionality that erodes daily.

Vega (∂C/∂σ) measures sensitivity to implied volatility. Options become more valuable when volatility is high because there's a greater chance the underlying makes a large move. Vega is always positive for long options (calls and puts alike) because more volatility unambiguously helps option holders. When markets become fearful, implied volatility spikes — the VIX (which measures implied volatility on S&P options) is sometimes called the "fear gauge" for exactly this reason. Traders who are long vega profit when volatility rises, regardless of direction. Together, delta, gamma, theta, and vega give you a complete first-order description of your option position's risk profile: directional exposure (delta), convexity benefit (gamma), time decay cost (theta), and volatility exposure (vega). Managing a complex options book means balancing these exposures against each other to express the views you want while hedging the risks you don't.

Practice Questions 5 questions

Prerequisite Chain

Understanding Zero → The Number Zero → Counting to Five → Counting to 10 → Counting to 20 → Counting a Set of Objects Up to 20 → Cardinality: The Last Number Counted → Matching Numerals to Quantities → Subitizing Small Quantities → Addition Within 10 → Number Bonds to 10 → Addition Within 20 → Doubles and Near Doubles → Doubles Facts Within 10 → Near Doubles Facts Within 20 → Mental Math Strategies for Addition → Mental Math: Adding and Subtracting Tens → Addition Within 100 → Repeated Addition as Multiplication → Multiplication as Equal Groups → Multiplication: Arrays → Basic Multiplication Facts (0s, 1s, 2s, 5s, 10s) → Multiplication Facts Within 100 → Division as Equal Sharing → Division as Grouping (Measurement Division) → Division: Grouping (Repeated Subtraction) Model → Division: Fair Sharing Model → Division as Equal Sharing → Division as Grouping → Basic Division Facts → Division Facts Within 100 → Multiplication and Division Fact Families → Relationship Between Multiplication and Division → Division Facts as Inverse of Multiplication → Remainders and Quotients in Division → Division Word Problems → Multi-Step Word Problems → Solving Multi-Step Word Problems → Multiplication Word Problems → Division Word Problems → Introduction to Long Division → Factors and Multiples → Prime and Composite Numbers → Equivalent Fractions → Relating Fractions and Decimals → Decimal Place Value → Integers and the Number Line → Comparing and Ordering Integers → Absolute Value → Adding Integers → Subtracting Integers → Multiplying Integers → Dividing Integers → Unit Rates → Proportions → Percent Concept → Converting Between Fractions, Decimals, and Percents → Operations with Rational Numbers → Two-Step Equations → Solving Multi-Step Equations → Equations with Variables on Both Sides → Angle Pairs: Complementary, Supplementary, and Vertical → Parallel Lines and Transversals → Corresponding Angles → Alternate Interior Angles → Triangle Angle Sum Theorem → Exterior Angle Theorem → Triangle Inequality Theorem → Similar Triangles: AA Similarity → Similar Triangles: SSS and SAS Similarity → Proportions in Similar Triangles → Right Triangle Trigonometry Introduction → Sine, Cosine, and Tangent Ratios → Trigonometric Ratios Review → Radian Measure → Converting Between Degrees and Radians → The Unit Circle → Graphing Sine and Cosine → Graphing Tangent and Reciprocal Trigonometric Functions → Derivatives of Trigonometric Functions → Antiderivatives → Indefinite Integrals → Basic Integration Rules → Riemann Sums → Definite Integral Definition → Double Integrals: Definition and Setup → Iterated Integrals and Fubini's Theorem → Double Integrals over Rectangular Regions → Double Integrals over General Regions → Applications of Double Integrals: Area, Mass, and Moments → Center of Mass → Conservation of Linear Momentum → Elastic Collisions → Inelastic Collisions → Coefficient of Restitution → Collision Analysis and Real-World Applications → Two-Body Collisions in the Center-of-Mass Frame → Reduced Mass and Two-Body Problems → Kinematics in Two Dimensions → Projectile Motion → Circular Motion: Kinematics → Simple Harmonic Motion → Introduction to Differential Equations → Solow Growth Model → Capital Accumulation and the Golden Rule → Investment Demand and Capital Formation → Aggregate Demand → The AS-AD Model → Business Cycles → Monetary Policy Tools → Term Structure of Interest Rates → Risk and Return Tradeoff → Options: Calls, Puts, and Basic Payoffs → Options Strategies and Put-Call Parity → Call and Put Options: Rights, Exercise, and Payoffs → Option Intrinsic Value and Time Value → Binomial Option Pricing and Replicating Portfolios → Option Greeks and Sensitivity Analysis

Longest path: 118 steps · 915 total prerequisite topics

Prerequisites (5)

Leads To (2)