Analyst upgrades typically lead to a positive short-term reaction in the stock market as they suggest improved performance or potential of the company. The upgrade from Market Perform to Outperform by a reputable analyst like Ryan Merkel can be seen as a strong endorsement of Beacon Roofing Supply's prospects, likely leading to increased investor confidence and a potential rise in the stock price.