What Alternative Formulas or Models Exist for Predicting Impermanent Loss under Different Market Conditions?

Beyond the standard formula, more advanced models exist for predicting impermanent loss. Some models incorporate stochastic processes, like Geometric Brownian Motion, to simulate potential price paths and forecast a range of IL outcomes.

Other approaches use options pricing theory, viewing a liquidity position as akin to selling a straddle, allowing for the use of Greeks (like Delta and Gamma) to measure risk exposure. These models aim to provide a more dynamic and probabilistic view of risk rather than a static calculation based on price change alone.

What Is the Main Alternative to GARCH for Volatility Modeling in Finance?
Which Advanced Models Are Used to Price Options with a Non-Flat Smile?
What Is a “Long-Range Attack” and Is It Unique to PoS Systems?
What Are the Mathematical Formulas Used to Calculate Impermanent Loss in a Concentrated Liquidity Position?
Define “Put-Call Parity” and Its Role in Options Pricing Theory
How Do Concentrated Liquidity Positions Alter the Risk Profile of Impermanent Loss?
Why Do Stablecoin-to-Stablecoin Pools Typically Use a Different AMM Formula than X Y=k?
What Is the “Max Pain” Theory in Options Trading?

Glossar