Analyst upgrades typically lead to a positive short-term reaction in the stock market as they suggest a better-than-expected future performance of the company. The upgrade from Perform to Outperform by a reputable analyst like Shaul Eyal can increase investor confidence and potentially lead to a rise in Cloudflare's stock price.