The $1M Challenge

Overview

Overview The $1M Challenge is a client-side financial simulation tool designed to calculate the mathematical timeline required to scale a specific amount of trading capital to a one-million-dollar net worth milestone. By interlocking volatile trading performance with stable passive compounding, the engine provides an objective, data-driven projection of financial trajectories. Core Architecture & Logic The calculator processes user metrics through a strict four-stage simulation loop: Expected Value (EV) Isolation: Calculates raw weekly trading performance by balancing low-win days, high-win days, and maximum daily drawdowns against their respective weekly frequencies. Tax Liability Modeling: Applies your short-term capital gains tax rate directly to gross weekly earnings to calculate accurate post-tax net yields. Barbell Wealth Distribution: Splits net weekly profits according to a user-defined sweep percentage, allocating a portion to your active trading balance and the remainder to a passive investment portfolio. Iterative Compounding Loop: Runs a localized simulation week-by-week, applying fractional compounding interest to the passive portfolio while tracking the linear ex...