# AI chip gear makers are breaking records — ride the momentum on ASML and Applied Materials

_AI-generated trading idea · LONG · AMAT, ASML, LRCX_

> Canonical page: https://commonquant.ai/research/for-you/ai-chip-gear-makers-are-breaking-records-ride-the-momentum-o--8e6b2462-57bc-41dc-af8d-fb4daa5ca4e2

Companies that make the essential machinery for computer chips just hit all-time highs. This comes as the artificial intelligence boom is driving massive demand for advanced chips, and SpaceX's huge market debut is adding fuel to the tech rally.

## Idea

The artificial intelligence boom requires a massive build-out of physical infrastructure, and these companies manufacture the actual tools needed to print advanced chips. When leaders in a sector break through previous price ceilings to hit record highs on high volume, it usually signals intense institutional buying. With the broader market cheering the SpaceX IPO and a wave of capital rotating into tech and AI, these equipment makers have the wind at their backs. Jumping on this momentum allows you to ride the broader infrastructure build-out trend.

## Advanced Analysis

### Great Companies, Wrong Tape: Wait for the Breakout to Actually Break Out

The fundamentals in this idea are genuinely excellent — AMAT grew revenue 12.8% sequentially to $7.9B with net income up 38.5%, Lam posted $4.9B of free cash flow up 35% in its June quarter, and ASML's 2025 revenue of $32.7B carried a record 52.8% gross margin — so the AI-capex toll-keeper thesis is well supported. But the idea's premise of 'record highs' no longer matches the tape: ASML sits 17.5% below its 52-week high, AMAT 39.9% below, and Lam 33.9% below, with all three closing under their 20-day averages. The ownership filings for the period ended June 30, 2026 show net open-market insider selling of roughly $148.1 million at AMAT across 11 holders and $46.8 million at Lam across 10 holders, a real counterweight to the institutional-buying narrative. The backtest's 57.4% return over five years came from just 37 trades with a 35% win rate and a 32% peak-to-trough drawdown, and no robust parameter setup was established, so there is no reliable nearby-configuration result to lean on. The strongest point for the trade is the improving sequential fundamentals; the strongest point against is that all three entry conditions are unmet and the volume-flow signal is currently unconfirmable. The verdict flips the moment a daily close prints above the 20-day average on AMAT ($502.54), ASML ($1,755.53), or Lam ($312.74) with the volume-flow crossover confirming.

#### Conviction score breakdown

Composite score computed by the server from the applicable evidence-tier dimensions.

| Measure | Value |
| --- | ---: |
| Thesis support | 65/100 |
| Trade readiness | 25/100 |
| Risk quality | 35/100 |
| Backtest evidence | 55/100 |
| Fundamentals trend | 75/100 |
| Score | 51/100 |
| Composite Score | 51/100 |
| Evidence Tier | backtested |

#### Decision scenarios

Bull, base, and bear cases synthesized from the cited evidence tier. Likelihoods are rounded evidence-weighted judgments, not statistically calibrated forecasts.

| Measure | Value |
| --- | ---: |
| Evidence Tier | backtested |

### Trade now: no entry — all three names are below their 20-day averages

Do nothing today. The strategy enters long on a close above the 20-day moving average with an on-balance-volume crossover and trend strength above 25, and right now all three names fail the price test. AMAT closed at $434.81, roughly $68 below its 20-day average of $502.54; ASML closed at $1,642.07, about $113 under its 20-day average of $1,755.53; and Lam Research closed at $286.26, about $26 below its $312.74 average. The trend-strength condition is comfortably met everywhere (a reading of 59 on AMAT, 63 on ASML, 50 on Lam), so the only missing piece is the price-and-volume reversal — which the data feed cannot currently confirm because the volume indicator is unavailable. Wait means: check each morning for a close back above the 20-day average accompanied by the volume-flow crossover; until that prints, there is no entry.

This matters because the idea's own premise — record highs on heavy volume — is not what the tape shows. ASML is 17.5% below its 52-week high, AMAT is 39.9% below, and Lam is 33.9% below, with relative-strength readings of 22, 27, and 30 respectively. That is a deep drawdown, not a breakout. The backtest supports patience: over five years the rules produced a 57.4% total return on 37 trades with a 35% win rate — the payoff came from letting winners run, not from trading often — but it also carried a 32% peak-to-trough drawdown, so entering early in a falling tape is precisely how that number gets worse.

If an entry triggers, the risk plan is mechanical. The stop sits below the nearest support: roughly $436 for AMAT (now trading just under it at $434.81, so a bounce back above would be the first confirm), $1,600 for ASML, and $284.76 for Lam. The take-profit level is the second resistance shelf — $449.23 for AMAT, $1,772 for ASML, and $310 for Lam — giving roughly 3–4% of upside to a first target versus a similar or larger downside distance on AMAT, which is the weakest risk-reward of the three. Size with the fixed 2%-risk method and cap any single name at 25% of the book. One caveat on the evidence: stop and target fills in the backtest were approximated on daily bars, so treat realized exit quality as coarse.

#### AMAT price and trigger map

Uses the idea timeframe and keeps price levels on the price axis.

| Measure | Value |
| --- | ---: |
| Ticker | AMAT |
| Timeframe | 1d |

#### ASML price and trigger map

Uses the idea timeframe and keeps price levels on the price axis.

| Measure | Value |
| --- | ---: |
| Ticker | ASML |
| Timeframe | 1d |

#### LRCX price and trigger map

Uses the idea timeframe and keeps price levels on the price axis.

| Measure | Value |
| --- | ---: |
| Ticker | LRCX |
| Timeframe | 1d |

### The Bull Case: Fundamentals Are Delivering While the Tape Confirms

The idea's core claim — that AI infrastructure spending flows directly into chip-equipment makers — is well supported by the latest filings. Applied Materials posted $28.4B of FY2025 revenue, up 40.9% year over year, with a 29.2% operating margin that ranks in roughly the 96th percentile of its IT sector peers and $5.7B of free cash flow in about the 99th percentile. Lam Research is even sharper on returns: its fiscal 2026 shows a 58.3% return on equity and $4.9B of free cash flow, with revenue up 26.0% year over year. ASML, the group's monopoly franchise in lithography, grew 2025 revenue 15.6% to $32.7B with a record 52.8% gross margin and $11.1B of free cash flow. These are not speculative AI names; they are the profitable toll-keepers of the build-out. The momentum argument also has confirmation from the news flow. Per the Investor's Business Daily piece from June 17, 2026, ASML, Applied Materials, and Lam all hit record highs the same day, leading a broad chip-equipment rally — precisely the 'leaders breaking previous price ceilings' setup the thesis describes. The Bloomberg Open Interest segment from that same afternoon framed the SpaceX market debut as adding fuel to the AI trade, supporting the idea's claim that capital is rotating into the sector. The most recent sequential fundamentals continue to improve rather than fade. Applied Materials' quarter ended April 26, 2026 showed revenue of $7.9B, up 12.8% from the prior quarter, with net income up 38.5% to $2.8B, net margin expanding to 35.5%, and operating cash flow up 50.1% to $2.5B. Its debt-to-equity fell 26.0% in the same span. Lam Research's quarter ended June 28, 2026 delivered $4.9B of free cash flow, up 35.0% sequentially, and ASML cut debt-to-equity 30.6% in 2025 while growing free cash flow 21.8%. On the quant evidence, the strategy's completed backtest over 60 months returned 57.4% across 37 trades on daily bars, with the equity curve's sharpest run-up concentrated in the most recent year. The trade record is not flattering in hit rate (35.1% winners), which means the return came from letting winners run under the 5% trailing stop and 20-day moving-average exit — a structure consistent with the idea's momentum framing. A shorter 24-month window produced a…

#### ASML Free cash flow

Free cash flow trend from CommonQuant fundamentals/XBRL data; +378.8% from first to latest point.

| Measure | Value |
| --- | ---: |
| 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 |
| Ticker | ASML |
| Timeframe | reported periods |

#### ASML Revenue

Revenue trend from CommonQuant fundamentals/XBRL data; +190.4% from first to latest point.

| Measure | Value |
| --- | ---: |
| 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 |
| Ticker | ASML |
| Timeframe | reported periods |

#### AMAT sector percentile check

Ranks AMAT against 612 companies in its sector using CommonQuant fundamentals.

| Measure | Value |
| --- | ---: |
| Free cash flow | \98.69281045751634th percentile |
| Operating margin | \96.36913767019666th percentile |
| Return on equity | \87.97653958944281th percentile |
| Revenue growth (YoY) | \64.35045317220543th percentile |
| Ticker | AMAT |
| Sector | Information Technology |
| Peer Count | 612 |

### Scores

- **Conviction score breakdown:** 51
- **Thesis support:** 65
- **Trade readiness:** 25
- **Risk quality:** 35
- **Backtest evidence:** 55
- **Fundamentals trend:** 75

### Watch items

- **AMAT — Close vs 20-day SMA with volume-flow crossover**
- **ASML — Close vs 20-day SMA with volume-flow crossover**
- **LRCX — Close vs 20-day SMA with volume-flow crossover**
- **AMAT — Insider net open-market activity (Q3 2026 filing)**
- **LRCX — Insider net open-market activity (Q3 2026 filing)**
- **AMAT — Relative strength (14)**
- **LRCX — Next quarterly XBRL filing (fiscal Q1 2026, period ending ~2026-09-26)**
- **AMAT — Price above 99**
- **AMAT — ADX (14) above 25**
- **AMAT — Price crossed above 0**

## Key details

- Symbols: AMAT, ASML, LRCX
- Timeframes: 1D
- Tags: \#semiconductors, \#ai\_infrastructure, \#momentum

## Community

- Upvotes: 33
- Views: 0
- Copies: 0
- Cosigns: 0

## News sources

- [SpaceX Fuels AI Boom Higher \| Open Interest 6/17/2026](https://www.bloomberg.com/news/videos/2026-06-17/open-interest-6-17-2026-video) — Bloomberg
- [Applied Materials, ASML, Lam Hit Record Highs, Lead Chip Gear Stocks Rally](https://www.investors.com/news/technology/asml-stock-chip-gear-stocks-hit-record-highs/?src=A00220&yptr=yahoo) — Investor's Business Daily

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## About CommonQuant Research

Ideas and Advanced Analysis are generated with fresh, LLM-selected news headlines and grounded in SEC XBRL fundamentals and peer percentiles. Strategies built from these ideas are automatically backtested (over a timeframe-dependent historical window with walk-forward tuning) and stress-tested before they can go live, then monitored against the news hourly while they run.