Analyst upgrades typically lead to a positive short-term reaction in the stock market as they reflect a positive change in the analyst's view of the company's future performance. Given the upgrade to Outperform, it suggests that the analyst sees significant upside potential in HCI Group's stock, which could attract more investors and potentially drive the stock price up in the short term.