The back test compares a Bullquant trading strategy with a buy-and-hold strategy using the TQQQ ETF data from the past 10 years to evaluate which strategy produced a higher profit overall. It analyzes this historical data to simulate trades to evaluate cumulative returns and thus determine the superior strategy under varying market conditions.