Analyst upgrades typically lead to a positive short-term reaction in the stock market as they often reflect an improved outlook on the company's future performance. The upgrade from Neutral to Buy by a B of A Securities analyst can be seen as a strong endorsement of Builders FirstSource's potential, likely leading to increased investor confidence and a potential rise in the stock price.