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AI-generated trading idea · LONG · ASML, NVDA

AI chip demand isn't slowing — ride the momentum on Nvidia and ASML

The two most important companies in the AI supply chain—Nvidia and ASML—are both signaling massive demand. This confirms the AI buildout is still running at full speed, creating a strong tailwind for semiconductor stocks.

Idea

Nvidia's CEO is publicly forecasting huge sales volumes for their next product, showing end-user demand isn't slowing down. At the same time, ASML—the company that makes the machines physically required to print these advanced chips—is raising its own forecasts because of unrelenting AI demand. When the top chip designer and the top equipment maker both confirm booming business, it validates a momentum trade on the entire hardware side of the AI boom.

Advanced Analysis — institutional-depth research report

Verdict: compelling thesis, punishing drawdown — wait for the EMA trigger

The idea's thesis — that Nvidia and ASML simultaneously confirming AI demand validates a hardware-momentum trade — is grounded in real fundamental strength, with NVDA posting 65.5% revenue growth and ASML growing 15.6% year over year. The backtest delivers a positive but modest 12.7% return across 32 trades over 60 months with a 46.9% win rate, yet the 29.4% maximum drawdown and extended underwater stretches from mid-2022 through early 2024 make this a psychologically demanding strategy to hold. No robust parameter setup was established through sensitivity testing, so the published rules stand as fixed inputs rather than validated choices. Right now both names have cleared their RSI and moving-average conditions, but the entry is gated on a fresh EMA reclaim that has not triggered — the setup is live but waiting. **Conviction breakdown:** Thesis support: 72 — both companies genuinely confirm booming AI demand with elite profitability backing the narrative. Trade readiness: 38 — all supporting conditions are met but the gating EMA cross has not fired, and exit levels sit uncomfortably close (NVDA is only $7.59 above its 10-day low). Risk quality: 35 — a 29.4% max drawdown with a sub-50% win rate and coarse daily-bar exit fills make position sizing critical. Backtest evidence: 48 — 32 trades over 60 months is a thin sample, and no parameter optimization was possible. Fundamentals trend: 78 — NVDA's 71.1% gross margin and $96.7B free cash flow rank in the 99th percentile, though margin compression from prior levels warrants monitoring.

Conviction score breakdownComposite score computed by the server from the applicable evidence-tier dimensions.
MeasureValue
Thesis support72/100
Trade readiness38/100
Risk quality35/100
Backtest evidence48/100
Fundamentals trend78/100
Score54/100
Composite Score54/100
Evidence Tierbacktested

Trade now

The strategy needs both NVDA and ASML to flash momentum confirmation at the same time before entering long. The RSI floors are already cleared: NVDA's 14-day RSI sits at 66.7, well above the 50 threshold, and ASML's is at 56.4, also above 50. Both stocks are trading above their 20-day simple moving averages as well — NVDA at $213.77 versus $206.21, and ASML at $1,801.86 versus $1,780.68. The gating condition is the EMA crossover, which requires a fresh cross above the 20-day EMA. Right now both names are already trading above their EMAs — NVDA by roughly $7.75 above $206.02, and ASML by about $20.34 above $1,781.52. Because the rules call for a cross above rather than simply trading above, the trigger still needs a pullback to the EMA followed by a reclaim, or a fresh breakout from current levels. That points to **wait**. Concretely, watch for either stock to dip toward its 20-day EMA and then close back above it on a daily bar, with all other conditions intact. On the exit side, the invalidation levels are clear. If either NVDA or ASML closes below its 10-day low — currently $206.18 for NVDA and $1,778.43 for ASML — the strategy exits both legs. A 10% trailing stop also applies, and a 60-day max hold acts as a time stop. The take-profit trigger fires when either RSI reaches 75; NVDA sits about 8 points away and ASML roughly 19 points away. Over the 60-month backtest window the strategy produced 32 trades with a 46.9% win rate and a 12.7% return, but it endured a 29.4% maximum drawdown — sizing matters here. No robust parameter setup was established through sensitivity testing, so the published rules stand as-is.

ASML price and trigger mapUses the idea timeframe and keeps price levels on the price axis.
MeasureValue
TickerASML
Timeframe1d
NVDA price and trigger mapUses the idea timeframe and keeps price levels on the price axis.
MeasureValue
TickerNVDA
Timeframe1d

Two AI bellwethers confirming the same demand surge

The fundamental case rests on both companies simultaneously validating the AI hardware buildout. Per the Yahoo Finance piece, Nvidia's CEO is forecasting "giant" sales volumes for their next product, and per the Wall Street Journal, ASML is raising guidance again on "unrelenting AI demand." The idea argues that when the top chip designer and the top equipment maker both confirm booming business, it validates a momentum trade on the hardware side of AI. The numbers back the narrative: Nvidia posted 65.5% year-over-year revenue growth on $215.9B in FY revenue, landing in the 71st percentile for growth among Information Technology peers. ASML grew 15.6% to $32.7B — more modest in absolute terms but still above the median for Industrials. Profitability is elite at both companies and trending in the right direction. Nvidia's 71.1% gross margin and 60.4% operating margin place it…

ASML Free cash flowFree cash flow trend from CommonQuant fundamentals/XBRL data; +378.8% from first to latest point.
MeasureValue
2007-12-31$521859000
2008-12-31$23209000
2009-12-31$-5765000
2010-12-31$811320000
2011-12-31$1769542000
2012-12-31$531600000
2013-12-31$843369000
2014-12-31$666926000
2015-12-31$1653700000
2016-12-31$1349600000
2017-12-31$1479400000
2018-12-31$2498700000
Latest Value$2498700000
Change Pct$378.8074939782585
TickerASML
Timeframereported periods
ASML RevenueRevenue trend from CommonQuant fundamentals/XBRL data; +190.4% from first to latest point.
MeasureValue
2007-12-31$3768185000
2008-12-31$2953678000
2009-12-31$1596063000
2010-12-31$4507938000
2011-12-31$5651035000
2012-12-31$4731555000
2013-12-31$5245326000
2014-12-31$5856277000
2015-12-31$6287400000
2016-12-31$6875100000
2017-12-31$8962700000
2018-12-31$10944000000
Latest Value$10944000000
Change Pct$190.4316003593242
TickerASML
Timeframereported periods
ASML sector percentile checkRanks ASML against 487 companies in its sector using CommonQuant fundamentals.
MeasureValue
Free cash flow99.48665297741272th percentile
Operating margin95.80223880597016th percentile
Return on equity93.71584699453553th percentile
Gross margin86.28117913832199th percentile
TickerASML
SectorIndustrials
Peer Count487

Scores

  • Conviction score breakdown: 54
  • Thesis support: 72
  • Trade readiness: 38
  • Risk quality: 35
  • Backtest evidence: 48
  • Fundamentals trend: 78

Watch items

  • NVDA — RSI (14)
  • ASML — RSI (14)
  • NVDA — Price vs 20-EMA
  • ASML — Price vs 20-EMA
  • NVDA — Price vs 10-day low
  • ASML — Price vs 10-day low
  • NVDA — RSI (14) — take profit
  • ASML — RSI (14) — take profit
  • ASML — RSI (14) above 50
  • ASML — Price crossed above EMA (20)
  • ASML — Price above SMA (20)
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Key details

ASMLNVDAD1#ai#semiconductors#momentum#growth

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