XLK investors have strong Microsoft cloud results to consider while awaiting NVIDIA’s next report. How much confidence should they place in the fund’s seasonal history during that wait?[1][4][5]

The October 30, 2026–May 8, 2027 window starts today. All six selected midterm-election windows from 2002–2022 gained, although broader histories include losses. Observations end October 29, so they establish neither today’s entry conditions nor performance within this window.[5]

Cloud strength, uneven business results

Microsoft’s October 28 release reported September-quarter revenue of $92,279 million versus $77,673 million a year earlier. Cloud revenue reached $63.9 billion, up 30%; Windows OEM and Devices revenue fell 22%.[1]

Management credited Foundry and better monetization of existing CPU capacity for Azure strength despite third-party delivery delays. GitHub Copilot strength partly offset weaker Microsoft 365 sales execution. The separate Windows OEM decline reflected prior-year Windows 10 support-ending demand, inventory drawdowns and weaker PC demand.[2]

NVIDIA’s August 26 release reported $96.2 billion revenue for the quarter ended July 26. Its fiscal third-quarter forecasts were $108.0 billion, plus or minus 2%, excluding China Data Center compute revenue, and GAAP and non-GAAP gross margins of 74.0%, plus or minus 50 basis points.[3]

The evidence

Microsoft's reported quarterly revenue increased

Fiscal first quarters ended September 30; GAAP revenue

Microsoft's reported quarterly revenue increased. Units: USD millions. FY2026 Q1: 77,673; FY2027 Q1: 92,279
Reported company revenue, not a forecast or a TradeWave seasonal result.Source: Microsoft Announces First Quarter Results.
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Microsoft's reported quarterly revenue increased · USD millions
MeasureValuePeriodStatus
FY2026 Q177,673Three months ended September 30, 2025reported
FY2027 Q192,279Three months ended September 30, 2026reported

CSV data · Full-size vector chart

Six favorable midterm windows

TradeWave’s selected seasonal record shows a median full-window long result of 10.15%. These six separated midterm years offer encouraging timing history, but too few observations to establish a dependable election effect.[5]

XLK2026-10-30 to 2027-05-08 · 191 calendar days6 selected midterm-election years (2002–2022)

The year-by-year seasonal record

XLK: the selected seasonal record. Each bar shows the price change from the start to the end of the same seasonal period. Green means higher; red means lower. The dashed line marks TradeWave’s median full-window result of 10.15%. 6 selected midterm-election years (2002–2022)
Each bar shows the price change from the start to the end of the same seasonal period. Green means higher; red means lower. The dashed line marks TradeWave’s median full-window result of 10.15%.
View exact TradeWave observations and download
Window starting yearEnding price changeHighest from entryLowest from entry
2002+7.95%+20.68%-8.77%
2006+10.44%+10.48%-1.44%
2010+9.87%+11.56%-2.59%
2014+8.79%+10.11%-0.81%
2018+13.81%+18.64%-14.58%
2022+18.81%+19.28%-7.55%
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A gain can conceal a difficult holding period

The yearly range chart covers the same seasonal period each year. October 30, 2018–May 8, 2019 is useful because its 13.81% ending gain coexisted with a move 14.58% below the starting price. Those highs and lows reveal discomfort hidden by the ending result, without establishing their order or a peak-to-trough drawdown.[5]

What happened inside each seasonal window

XLK: yearly seasonal range. Each year shows the same seasonal period. Bars show the price change at its end. Thin lines show the highest and lowest changes from the starting price during that period. The lines do not tell us which move came first or measure a fall from a peak. They are not suggested stop-loss levels. The dashed line marks TradeWave’s median full-window result of 10.15%. 6 selected midterm-election years (2002–2022)
Each year shows the same seasonal period. Bars show the price change at its end. Thin lines show the highest and lowest changes from the starting price during that period. The lines do not tell us which move came first or measure a fall from a peak. They are not suggested stop-loss levels. The dashed line marks TradeWave’s median full-window result of 10.15%.
View exact TradeWave observations and download
Window starting yearEnding price changeHighest from entryLowest from entry
2002+7.95%+20.68%-8.77%
2006+10.44%+10.48%-1.44%
2010+9.87%+11.56%-2.59%
2014+8.79%+10.11%-0.81%
2018+13.81%+18.64%-14.58%
2022+18.81%+19.28%-7.55%
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Broader histories temper certainty

Checking across all years tests whether encouragement extends beyond midterms: both broader histories were 80.0% profitable. The median falls from 15.68% for 2016–2025 to 10.47% for 2006–2025, making magnitude less convincing further back. These nested histories reuse, respectively, 2018 and 2022, and every selected midterm except 2002. Their agreement offers limited independent confirmation of the small primary sample.[5]

See the history behind this comparison

TradeWave checks the same seasonal dates across different sets of years. This helps show whether the pattern holds up when you look at another stretch of history.

HistoryObserved start yearsDirectionSuccess rateMedian result
Article study: 6 selected midterm-election years (2002–2022)2002, 2006, 2010, 2014, 2018, 2022long100.0%10.15%
10 consecutive historical windows (2016–2025)2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025long80.0%15.68%
20 consecutive historical windows (2006–2025)2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025long80.0%10.47%

Some years appear in more than one group, so agreement is not an independent test. A requested lookback can extend beyond available history; the observed years are listed above. Election-cycle groups use matching phases, not consecutive years. Results follow the direction shown: a positive short result means prices fell. Small samples and different market periods make the comparison less conclusive.

November results and the historical shape

NVIDIA’s November 17 results call is the next opportunity to compare reported performance with its forecasts.[4][3]

Below, recorded prices end October 29, 2026. TradeWave’s normalized seasonal overlay uses this article’s six selected years to illustrate historical shape over the next 60 weekdays, October 30–January 21, 2027, separately from the full May-ending window. It is no price target or earnings prediction. Inspect the same window’s outcomes across histories in TradeWave.[5]

Price history and the seasonal outlook

XLK recorded prices and TradeWave seasonal illustration. Blue shows recorded prices through 2026-10-29. The amber line overlays a section of TradeWave's seasonal trend, scaled to the last recorded price, using 6 selected midterm-election years (2002–2022). Its displayed dates are 2026-10-30 to 2027-01-21; covering the next 60 weekdays. That is a different horizon from the full seasonal window above. It illustrates the historical seasonal shape, not a price target or forecast.
Blue shows recorded prices through 2026-10-29. The amber line overlays a section of TradeWave's seasonal trend, scaled to the last recorded price, using 6 selected midterm-election years (2002–2022). Its displayed dates are 2026-10-30 to 2027-01-21; covering the next 60 weekdays. That is a different horizon from the full seasonal window above. It illustrates the historical seasonal shape, not a price target or forecast.

Download the TradeWave chart points

About this seasonal analysis

6 selected midterm-election years (2002–2022). The selected dates, years, direction, returns and ranges come from TradeWave. When a window boundary is a weekend or market holiday, TradeWave uses the next available trading session. SMN displays the returned results without recalculating them. A year label identifies the start of the historical window; a window can end in the following calendar year.

Green and red bars show the underlying adjusted-price movement. The range endpoints measure changes from the entry price, not a peak-to-trough loss. Historical results are before trading costs and do not guarantee future performance.

TradeWave data methodology · The 100-Year Pattern

Sources & methodology

  1. Microsoft Announces First Quarter Results · 2026-10-28
  2. Microsoft Fiscal Year 2027 First Quarter Earnings Conference Call · 2026-10-28
  3. NVIDIA Announces Financial Results for Second Quarter Fiscal 2027 · 2026-08-26
  4. NVIDIA Sets Conference Call for Third-Quarter Financial Results · 2026-10-28
  5. TradeWave XLK seasonal evidence · 2026-10-30