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I simulated 10,000 stock price paths using Monte Carlo +…

I simulated 10,000 stock price paths using Monte Carlo + Geometric Brownian Motion

Each line is a possible future for the S&P500 over the next five years, modelled using Geometric Brownian Motion with historical volatility and drift.

Built this as a free interactive tool so anyone can run their own simulations. Drop a ticker, adjust volatility and time horizon, and watch the paths generate in real time.

Tool: monte.rorymurray.uk http://monte.rorymurray.uk

Happy to answer questions on the GBM model or the math behind it.
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2,000 mlx total
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