NVDA doesn't do small moves. Its seasonal patterns are some of the strongest — and most dangerous — in mega-cap tech. Semiconductor cycles, AI hype, and regime sensitivity make this a stock where seasonal analysis must be paired with rigorous validation.
15+ years of NVDA data. Backtest every window, stress-test against market regimes, and see what really holds.
15-Year Seasonality Profile
Watch the workflow before exploring the use case: discovery, validation, and execution planning in one clear process.
Nov
Best Month
+6.5% avg return
Sep
Worst Month
-3.5% avg return
+12.5%
Q4 Rally Avg
Oct 15 – Jan 15
2–3×
Volatility Warning
vs. avg large-cap
NVDA's returns are impressive, but the risk profile is fundamentally different from stable mega-caps. Treating NVDA like AAPL or MSFT is a mistake.
NVDA's seasonal patterns broke badly in 2022's semiconductor downturn. The Q4 rally failed entirely. In 2023's AI boom, they overperformed wildly. You must understand the current regime before trusting any NVDA seasonal window.
NVDA's average monthly swing is 2–3x that of AAPL or MSFT. A +6.5% average month includes years where it gained 20% and years where it dropped 15%. Average returns can be misleading.
NVDA's seasonality is tied to the broader semiconductor cycle. When the cycle is in upcycle (inventory building, capex expansion), seasonal tendencies amplify. In downcycles, they invert.
Since 2023, AI has become the dominant narrative for NVDA. This can override traditional seasonal patterns — a major GTC announcement in March can make the typical Q2 weakness disappear entirely.
The curve is steep and volatile — nothing like the gentle arcs of stable mega-caps. NVDA's seasonality is a rollercoaster, not a smooth incline.
15-Year Cumulative Average
NVDA's strongest seasonal window. Data center spend decisions, gaming holiday season, and CES anticipation create a multi-month bullish phase. Average return +12.5% over 15 years, but with high variance.
Computex (Taipei) and NVDA's GTC events often fall in this window. Product announcements and AI roadmap updates drive strong moves — but this window is newer and data-shorter.
NVDA's weakest period. Post-earnings uncertainty, semiconductor inventory concerns, and broader tech weakness converge. September averaging -3.5% is one of the harshest seasonal drawdowns in mega-cap tech.
November is NVDA's single best month (+6.5% average). Gaming GPU launches, Black Friday, and data center budget cycles align to create the peak seasonal inflection.
NVDA's seasonal profile is not typical of the semiconductor sector. Compare it to peers to see where the alpha is and where it's just sector beta.
AMD shares semiconductor cycle timing but with lower magnitude. NVDA's Q4 rally is 2x stronger than AMD's. AMD's gaming/console exposure creates a different seasonal flavor — especially around console launch years.
Broadcom has smoother, more diversified seasonality due to its broad chip portfolio. NVDA's concentration in GPU/AI means its seasonal swings are more extreme but more directional.
The SOX semiconductor index smooths out individual stock noise. NVDA consistently outperforms SOX seasonally in Q4 but underperforms in summer drawdowns. This tells you NVDA's seasonality is amplified, not unique.
NVDA rewards the rigorous and punishes the casual. Test these before committing capital to any seasonal window.
Does the Q4 rally survive semiconductor downcycles?
The 2022 downcycle turned NVDA's Q4 rally into a drawdown. Use the backtest to filter by SOX index regime. If the pattern only works in upcycles, size accordingly.
Is the +12.5% Q4 average return realistic or skewed by outliers?
Average returns can be misleading for volatile stocks. Check the median return, the worst trade, and the distribution of outcomes in the backtester.
How much of NVDA's seasonal pattern is just Nasdaq beta?
Overlay NVDA's seasonal curve with QQQ. If they move together, you might be paying NVDA-level risk for market-level alpha. The research platform lets you check.
What happens to the May–June AI window if there's no GTC catalyst?
The May–June strength is partly event-driven (GTC, Computex). In years without a major announcement, does the window still work? The trade-by-trade backtest shows you.
High returns come with high drawdowns. Study the full picture before trading.
| Asset | Window | Dir | Win Rate | Avg Ret | Max DD | PF |
|---|---|---|---|---|---|---|
| NVDA | Oct 15 – Jan 15 | Long | 76% | +12.5% | -14.2% | 2.1 |
| NVDA | Nov 1 – Nov 30 | Long | 78% | +6.5% | -8.0% | 2.3 |
| NVDA | May 1 – Jun 15 | Long | 72% | +7.3% | -9.5% | 1.8 |
| NVDA | Jan 1 – Jan 31 | Long | 70% | +3.8% | -6.5% | 1.7 |
| NVDA | Jul 15 – Sep 30 | Short | 68% | +5.8% | -10.2% | 1.5 |
| NVDA | Mar 15 – Jun 30 | Long | 67% | +8.8% | -11.0% | 1.6 |
76%
Win Rate
+12.5%
Avg Return
15Y
History
72%
Win Rate
+7.3%
Avg Return
15Y
History
70%
Win Rate
+3.8%
Avg Return
15Y
History
68%
Win Rate
+5.8%
Avg Return
15Y
History
78%
Win Rate
+6.5%
Avg Return
15Y
History
67%
Win Rate
+8.8%
Avg Return
10Y
History
NVDA's seasonal patterns are powerful but volatile. The gap between observation and validated setup is wider here than for any other mega-cap.
Run any NVDA window through the backtest engine. Focus on max drawdown and worst trade — these matter more than average returns for volatile names.
Open in appUse the research platform to overlay NVDA with SOX and QQQ. Understand whether the current semiconductor cycle supports or undermines seasonal patterns.
Open in appCompare NVDA's seasonal profile to AMD, AVGO, INTC, and the sector. The screener reveals which patterns are NVDA-specific and which are sector-wide.
Open in appNVDA's seasonal tendencies are strong — but only the validated ones deserve capital. Test, stress, and refine inside the platform.