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FIRE Retirement Simulator

A powerful retirement planning tool that connects directly to your real-time Monarch Money data. It runs 10,000 real-time Monte Carlo simulations against your live portfolio and calculates dynamic, risk-adjusted safe withdrawal rates based on massive historical datasets. Multiple options exist for risk tokerance, planned retirement age, and more.

Python Numpy Pandas Monarch API Monte Carlo
Status ✅ Live (Self-hosted)
Type Data Science Web App
Simulations 10,000 runs / req
Backend Python (Pandas)

✨ Core Features

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Monte Carlo Simulations

Runs 10,000 real-time simulations against your live Monarch portfolio to model your retirement outcomes.

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Dynamic Safe Withdrawal Rate

Hunts for a ≥95% success rate over a 30-year horizon to calculate the safest amount you can withdraw annually.

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Custom Assumptions

Tune inflation, expected market returns, retirement age, and risk volatility directly in the UI.

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Demo Mode

Play around with the FIRE simulations and custom assumptions without needing a Monarch Money account.

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