If the September Effect Hits Artificial Intelligence (AI) Stocks This Year, History Says This Is the Best Place to Hide

Calendar dates are not supposed to matter in efficient markets. Stock prices should reflect a company’s cash flows, as well as sentiment toward macroeconomic variables such as interest rates. The fact that Labor Day is right around the corner shouldn’t matter. Yet for nearly a century, one month has exhibited a noticeably different pattern from the rest of the year.

September is the only month in which the S&P 500 (SNPINDEX: ^GSPC) has posted a negative long-run average return, down roughly 1.1% between 1928 and 2025. While there is no single reason for September’s historical weakness, much of the declines are attributed to portfolio managers returning from summer vacations and rebalancing their portfolios. This means liquidity that had thinned out during July and August has to absorb new selling pressure.

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Investors should care because the September Effect is influential enough to manifest in even the most crowded growth trades. Let’s explore what that could mean for artificial intelligence (AI) stocks.

An analyst looking at stock charts.
Image source: Getty Images.

What is the September Effect, and why does it matter?

One practical reason to notice patterns around September is concentration risk. When a handful of richly valued growth stocks dominate the S&P 500, a seasonally weak month can turn into a harsher de-risking event rather than a gentle period of digestion. That is the setting in which AI stocks now sit. More specifically, the largest AI companies, known as the “Magnificent Seven” — Nvidia, Apple, Alphabet, Microsoft, Amazon, Tesla, and Meta Platforms — now make up nearly 34% of the S&P 500’s value.

Since OpenAI commercially launched ChatGPT and ignited the firestorm in AI stocks in November 2022, three Septembers have passed. Spoiler alert: They did not tell a unified story.

^SPX Chart
^SPX data by YCharts

In September 2023, both the S&P 500 and Nasdaq-100 indexes fell roughly 5%. While the performance of the Magnificent Seven was widely distributed, Nvidia, which is the clearest proxy for the AI revolution, dropped the most at 10%. The following two Septembers looked quite different. In 2024, the S&P 500 and Nasdaq-100 each rose around 2%. Meanwhile, in 2025, the S&P 500 gained 3.5% while the Nasdaq-100 advanced 5.4%.

While the September Effect did not vanish, it hasn’t necessarily been a reliable wrecking ball for the AI boom. This mixed record over the last few years is an important detail to understand. AI companies are still growth stocks with high duration. This means these stocks can fall further and faster than average, even if the overall September anomaly is modest. This vulnerability was on display in 2023.

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