Alina Khay

Alina Khay

The Trillion Dollar Equation That Runs Financial Markets

The Black-Scholes equation transformed options market and Wall Street. Here’s how it works, where it breaks, and why it still drives today’s markets.

Alina Khay's avatar
Alina Khay
Jul 27, 2025
∙ Paid

In 1973, a short academic paper quietly changed the world. Black, Scholes, and Merton proposed a way to price an option—not by speculation, but by replicating its risk. Economists Fischer Black and Myron Scholes, later joined by Robert Merton, introduced a radical idea. By continuously rebalancing a portfolio of the underlying stock and a risk-free bond, you could replicate the payoff of an option with mathematical precision. This became a blueprint for turning risk into a tradable asset. That insight gave birth to the Black-Scholes equation, which went on to shape the $13+ trillion global derivatives market.

Today, whether you're a trader at Goldman or a coder building models at a crypto fund, you're operating inside a system this equation helped create. It's not just part of the machine—it is the machine.

The Formula That Started It All

At the core of the Black-Scholes model lies a deceptively compact partial differential equation (PDE):

\(\frac{\partial V}{\partial t} + \frac{1}{2} \sigma^2 S^2 \frac{\partial^2 V}{\partial S^2} + r S \frac{\partial V}{\partial S} - r V = 0\)

This equation describes how the value V of a Eur…

This post is for paid subscribers

Already a paid subscriber? Sign in
© 2025 Alina
Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture