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The tech sector has long been a barometer for market sentiment, but its volatility in 2025 has turned it into a high-stakes arena for traders. With AI-driven innovation and macroeconomic uncertainty colliding, late-afternoon trading sessions have emerged as a critical window for capturing momentum. This article examines the empirical foundations of intraday momentum in tech stocks, highlights recent surges tied to pivotal events, and outlines actionable strategies for investors seeking to capitalize on these patterns.
Intraday momentum—the tendency for price trends to persist within a single trading day—has been rigorously studied in global markets. Research by Gao et al. (2018) established that the first half-hour return on the market predicts the last half-hour return, a pattern observed in indices like the S&P 500 and ETFs such as SPY [1]. This predictive power, however, is not static. During the pandemic (2020–2021), the S&P 500 and CSI 300 saw a breakdown in these patterns, underscoring the role of external shocks in disrupting momentum [2].
For the tech sector, the evidence is more nuanced. While direct studies on late-afternoon trading surges in 2020–2025 are sparse, broader market dynamics suggest adaptability. For instance, a dynamic intraday momentum strategy applied to SPY from 2007 to 2024 achieved a 19.6% annualized return and a Sharpe Ratio of 1.33, demonstrating the viability of such approaches when adjusted for volatility [3].
Late-afternoon trading on August 22, 2025, became a textbook example of momentum in action. Following Federal Reserve Chair Jerome Powell’s hint at rate cuts, the Nasdaq Composite surged 1.9%, with
and rising over 6% [2]. This rally was not an isolated event but part of a broader Q2 2025 trend where tech stocks drove the S&P 500 and Nasdaq 100 to 10.6% and 17.6% gains, respectively [2].The surge was fueled by two factors:
1. AI-Driven Earnings: Companies like
However, the sector’s volatility was stark. In late July 2025, the Nasdaq 100 fell 0.7% on August 21 amid rate-cut jitters, only to rebound sharply after Powell’s speech [6]. This seesawing highlights the importance of timing—entering or exiting positions in the final 30 minutes can amplify or mitigate risk.
Empirical validation of intraday strategies in tech stocks reveals a few key principles:
1. Dynamic Trailing Stops: A 2024 study showed that SPY-based strategies using trailing stops and volatility scaling outperformed benchmarks by 1,985% from 2007 to 2024 [3]. This approach could be adapted to tech ETFs like XLK or SOXX.
2. Sentiment Segmentation: Research on investor sentiment in emerging markets suggests that distinguishing between intraday and post-market sentiment improves predictive accuracy [4]. For example, MongoDB’s 30% surge on August 27, 2025, followed a beat-and-raise earnings report, illustrating how sentiment-driven momentum can be harnessed [1].
3. Volume and Technical Indicators: Late-afternoon surges often align with spikes in trading volume and RSI/MACD signals. On August 26, 2025, the Nasdaq Composite added 0.4% as volume in tech ETFs surged, a pattern consistent with momentum strategies [6].
While late-afternoon momentum offers opportunities, it also carries risks. Thin volume in after-hours trading and sharp reversals at the next day’s open can erode gains [5]. For instance, Palantir’s 10% intraday drop in late August 2025 underscores the need for caution [6]. Traders should pair momentum signals with stop-loss orders and position sizing to manage downside risk.

The tech sector’s 2025 volatility has amplified the significance of intraday momentum, particularly in late-afternoon trading. By leveraging empirical strategies—such as dynamic trailing stops and sentiment segmentation—investors can navigate this high-stakes environment. However, success requires discipline: timing entries, managing risk, and staying attuned to macroeconomic signals like Fed policy. As AI and semiconductor innovation continue to reshape the sector, the ability to harness late-afternoon momentum may prove a key differentiator in 2025 and beyond.
Source:
[1] Intraday momentum and stock return predictability [https://www.sciencedirect.com/science/article/abs/pii/S0264999318306692]
[2] Markets News, Aug. 22, 2025: Stocks Surge After Powell [https://www.investopedia.com/dow-jones-today-08222025-11795758]
[3] Beat the Market An Effective Intraday Momentum Strategy [https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4824172]
[4] Intraday and Post-Market Investor Sentiment for Stock Price [https://www.mdpi.com/2079-8954/13/5/390]
[5] S&P 500 Hits New Highs Amid AI-Driven Market Surge [https://www.ebc.com/forex/s-and-amp-p-500-hits-new-highs-amid-ai-driven-market-surge]
[6] Markets News, August 20, 2025: S&P 500 Falls for 4th [https://www.investopedia.com/dow-jones-today-08202025-11794141]
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