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Modern market experts often warn that these patterns are more like ghost stories than hard rules.

: Performance has historically been weaker from May to October (roughly 2% gains) compared to the November–April window.

The search for the "perfect" month to buy stocks is a long-running saga of human psychology, ancient adages, and hard data. While history points toward and November as the strongest months for returns, the true story of the stock market is less about a single date on a calendar and more about the recurring cycles of optimism and fear. The Strongest Contenders: April and November

: This theory suggests that October 31st marks the best time to "get back in" as investors return for the winter. The Villain of the Story: September

One of the most famous tales in finance is the "Sell in May" strategy. It originated in London, where wealthy traders would quit the city in May to spend summer abroad, leading to lower trading volumes and a market slump.