# Chip giants crush earnings while hardware stocks panic — buy the AI dip on TSMC and ASML

_AI-generated trading idea · LONG · ASML, TSM_

> Canonical page: https://commonquant.ai/research/for-you/chip-giants-crush-earnings-while-hardware-stocks-panic-buy-t--5c5d692e-ff3d-43ec-b7aa-5c99fd9af70d

The companies that actually make the advanced microchips powering the AI boom are crushing their earnings targets, but the broader stock market is aggressively selling off related tech and hardware stocks out of fear and panic. This panic creates a prime discount to buy the real AI winners.

## Idea

TSMC just announced a massive 77% profit jump and ASML raised their outlook, proving that the foundational AI chip demand is stronger than ever. Yet, the overall stock market is dumping memory and hardware suppliers like Micron and Dell, dragging the whole chip sector down out of panic. This disconnect between stellar core earnings and sudden sector-wide fear creates a classic buying-the-dip opportunity for the undisputed AI chip leaders.

\#\# Story development — 2026-07-18 03:01 UTC

\*\*Wall Street screams buy on Micron as AI chip panic deepens — buy the memory dip\*\*

TSMC just proved that AI demand is real with massive earnings, but panic over AI spending is dragging down memory chipmakers like Micron. Wall Street is projecting huge future profits for Micron, setting up a classic buy-the-dip moment in a strong sector.

\#\# Story development — 2026-07-18 03:01 UTC

\*\*Wall Street says Micron's AI earnings could explode — buy the pre-earnings run\*\*

Wall Street analysts are lining up to predict that Micron's upcoming earnings will shatter expectations, driven by the company's central role in providing memory chips for artificial intelligence systems.

\#\# Story development — 2026-07-18 23:53 UTC

\*\*Chip sell-off creates a discount on AI's backbone — buy the memory and data center suppliers\*\*

The companies that build the brains and memory for artificial intelligence are catching their breath after a rough couple of days, but analysts say the fundamental demand is still booming. Rather than chasing the most expensive names, this trade targets the critical chip suppliers powering the next wave of the AI boom.

## Advanced Analysis

### Verdict: Great thesis, but the trade hasn't armed — wait for the dip

The idea's core claim — that record chip earnings are being sold off in a sector-wide panic — is well supported: per Reuters, TSMC's Q2 profit jumped 77% to a record, and per Yahoo Finance, ASML raised its 2026 guidance for a second time, while the filed numbers show TSM revenue up 33.9% and ASML up 15.6% with elite margins (TSM's operating margin near 45.6% sits in the 98th percentile of IT peers). The strongest point against is that there is nothing to buy today: both names closed above their 100-day averages (TSM at $435.56 versus $417.31; ASML at $1,729.52 versus $1,683.73) and the required two-day drop is roughly 4.6 and 3.9 points away — the setup is entirely waiting on a selloff that may never come. The completed backtest is encouraging but imperfect: 32.5% total return over five years at a 50.6% win rate and a 17.4% worst drawdown, improving to 44.1% with a 62.2% win rate in the trailing 24 months — though the full-window record is a coin flip and exit fills were approximated on daily bars. We also flag that no robust parameter setup was established — the walk-forward analysis returned no recommendation — so the fixed 2.3% stop and 4.6% target aren't validated by sensitivity testing. A TSM-only reassessment trigger: a close below its $417.31 100-day average would kill the entry condition outright. Verdict: the dip-buy logic is sound and the fundamentals back it, but discipline means waiting for the trigger, not chasing strength.

#### Conviction score breakdown

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

| Measure | Value |
| --- | ---: |
| Thesis support | 82/100 |
| Trade readiness | 35/100 |
| Risk quality | 58/100 |
| Backtest evidence | 62/100 |
| Fundamentals trend | 85/100 |
| Score | 64/100 |
| Composite Score | 64/100 |
| 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: wait for the dip — no entry is live yet

Nothing to buy today. The strategy wants a sharp two-day dip — a two-day rate of change below -3% — while price stays above the 100-day moving average. The trend condition is satisfied on both names: TSM closed at $435.56, about $18.25 above its 100-day average of $417.31, and ASML closed at $1,729.52, about $45.79 above its $1,683.73 average. What's missing is the dip. TSM's two-day change is +1.55% (it needs to fall roughly 4.6 points below zero) and ASML's is +0.85% (roughly 3.9 points away). Both entry conditions are flagged as far from triggering.

Practically, waiting means this: for TSM, a two-day slide from $435.56 toward the low $420s would put the entry in range — conveniently just above the $419.60 first support and the $417.31 trend line. For ASML, a similar pullback from $1,729.52 toward the $1,700 area — near the $1,717 and $1,702 supports — would do the same. In both cases price must stay above the 100-day average at the close for the entry to arm.

Risk is defined in the rules, not improvised. Once in, positions take profit at +4.6% or at the first resistance level — $436.04 on TSM and $1,772.15 on ASML — and stop out at -2.3% or at the second support level ($410 on TSM, $1,701.70 on ASML), with a hard 15-day time stop. That gives roughly a 2-to-1 reward-to-risk profile per position. Position sizing is capped at 25% per name using fixed-risk sizing, so no single signal can dominate the book.

The completed backtest supports the discipline of waiting rather than chasing: over five years the pair strategy produced a 32.5% return across 77 trades with a 50.6% win rate and a 17.4% worst drawdown, and the last 24 months were stronger still — 44.1% return, 62.2% win rate, and only a 4.7% drawdown. That record was earned by taking the dip entries, not buying strength. If no dip arrives, the correct action is no action.

#### ASML price and trigger map

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

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

#### TSM price and trigger map

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

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

### The fundamentals say the panic is mispriced

The idea argues that chip earnings are crushing expectations while the sector sells off in panic, creating a discount on the real AI winners — and the most recent fundamentals back that framing. Per Reuters, TSMC's Q2 profit jumped 77% to a record, far ahead of expectations, and per Yahoo Finance ASML raised its 2026 guidance for a second time while beating Q2 earnings. Those headlines sit on top of full-year numbers that are hard to call weak: TSM grew FY2024 revenue 33.9% to $2.89T with net income up 36.0% and free cash flow up 197.9% to $870.2B, while ASML grew FY2025 revenue 15.6% to $32.7B with net income up 26.9% and free cash flow up 21.8% to $11.1B. Quality metrics reinforce the demand story rather than merely the growth story. TSM's operating margin of 45.7% sits in the 98th percentile of 854 Information Technology peers, and its 56.1% gross margin, 27.3% return on equity, and near-zero debt-to-equity of 0.007 define a fortress balance sheet funding a massive capex cycle. ASML, the critical equipment supplier, posts a 52.8% gross margin in the 86th percentile of Industrials, a 49.0% return on equity, and cut its debt-to-equity 30.6% year over year to 0.138 — it ended FY2025 with $12.9B of cash against $2.7B of long-term debt. The strategy's completed backtests also line up with the buy-the-dip thesis. Over the full 60-month evaluation window the rules produced 77 trades with a 32.5% total return, and the results improved markedly as the AI cycle matured: the trailing 24-month window delivered a 44.1% return across 45 trades at a 62.2% win rate, and the trailing 12 months delivered 25.9% across 28 trades at a 64.3% win rate. In other words, the dip-buying entry has been most effective precisely during the period when the earnings strength described in the news was driving recoveries after sharp sector-wide drops. The mechanics of the rule set fit the thesis as written: enter on a 3%-or-worse two-day drop while the 50-day trend is intact or price holds above the 100-day average, then…

#### 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 |

#### TSM Revenue

Revenue trend from CommonQuant fundamentals/XBRL data; +243.1% from first to latest point.

| Measure | Value |
| --- | ---: |
| 2015-12-31 | $843497400000 |
| 2016-12-31 | $947938300000 |
| 2017-12-31 | $32977300000 |
| 2018-12-31 | $1031473600000 |
| 2019-12-31 | $1069985400000 |
| 2020-06-30 | $621295500000 |
| 2020-12-31 | $1339254800000 |
| 2021-06-30 | $734555400000 |
| 2021-12-31 | $1587415000000 |
| 2022-12-31 | $2263891300000 |
| 2023-12-31 | $2161735800000 |
| 2024-12-31 | $2894307700000 |
| Latest Value | $2894307700000 |
| Change Pct | $243.1317867725496 |
| Ticker | TSM |
| Timeframe | reported periods |

#### ASML sector percentile check

Ranks ASML against 621 companies in its sector using CommonQuant fundamentals.

| Measure | Value |
| --- | ---: |
| Free cash flow | \99.9194847020934th percentile |
| Operating margin | \95.43478260869566th percentile |
| Return on equity | \92.87003610108304th percentile |
| Gross margin | \85.67467652495378th percentile |
| Ticker | ASML |
| Sector | Industrials |
| Peer Count | 621 |

### Scores

- **Conviction score breakdown:** 64
- **Thesis support:** 82
- **Trade readiness:** 35
- **Risk quality:** 58
- **Backtest evidence:** 62
- **Fundamentals trend:** 85

### Watch items

- **TSM — ROC (2)**
- **TSM — Close vs SMA (100)**
- **TSM — First resistance level**
- **ASML — ROC (2)**
- **ASML — Close vs SMA (100)**
- **ASML — First resistance level**
- **TSM — Insider open-market activity (13F cycle)**
- **ASML — Next dividend event**

## Key details

- Symbols: ASML, TSM
- Timeframes: D1
- Tags: \#semiconductors, \#contrarian, \#swing, \#ai

## Community

- Upvotes: 2
- Views: 1
- Copies: 0
- Cosigns: 0

## News sources

- [Price Prediction: Qualcomm Has Over 50% Upside as AI Data Center Push Accelerates](https://finance.yahoo.com/markets/stocks/articles/price-prediction-qualcomm-over-50-163021342.html) — Yahoo Finance
- [SK Hynix shares plunge 9% as Asia sees tech rout, tracking U.S. chip losses](https://www.cnbc.com/2026/07/16/sk-hynix-falls-amid-asia-tech-rout-tracking-us-semiconductor-losses.html) — CNBC
- [Micron has turned into ‘the most important stock in the market.’ So is it time to worry?](https://www.marketwatch.com/story/micron-has-turned-into-the-most-important-stock-in-the-market-so-is-it-time-to-worry-71e335bf?mod=mw_rss_topstories) — MarketWatch
- [Dell, Micron, SanDisk tumble as AI hardware rally hits reversal](https://finance.yahoo.com/markets/stocks/articles/dell-micron-sandisk-tumble-ai-163000464.html) — Yahoo Finance
- [ASML raises 2026 guidance second time, beats Q2 earnings](https://finance.yahoo.com/technology/articles/asml-raises-2026-guidance-second-114432617.html) — Yahoo Finance
- [Taiwan Semiconductor Manufacturing Company limited (TSM) Continued Its Rally as a Key Foundry for AI Semiconductors](https://finance.yahoo.com/markets/stocks/articles/taiwan-semiconductor-manufacturing-company-limited-140702473.html) — Yahoo Finance
- [Micron’s AI Boom: Wall Street Breaks Down How High Earnings Can Go](https://www.barrons.com/articles/micron-ai-wall-street-earnings-stock-63cb1793?siteid=yhoof2&yptr=yahoo) — Barron's
- [TSMC Q2 profit jumps 77% to record, far surpasses expectations - Reuters](https://news.google.com/rss/articles/CBMisgFBVV95cUxOYnh6a29MX0JydGlXMF83eUJWTTJrcEJZMTR1al8xTXVoTk1QTkduOTBCTjBFa09Qbmd5SjE3NGFiOHl3SHZ6RmFOM0ZoVmg3dFo2TUpiLWhqYnpJME1SdHhZZ2VwX3RuTmhwTHo1TzFjc0V5dDhaU3lELVdNcy1xM2tiZUZwSXdScFNrVmYtSFU2dFgwZUVwV2ZCQUZrZ0VUQUl5Zm1oQ0xfcktCWE5KVEp3?oc=5) — Google News
- [Markets News, July 16, 2026: Nasdaq Drops, Indexes Retreat as AI Spending Concerns Weigh on Chip Stocks](https://finance.yahoo.com/markets/stocks/articles/stock-market-today-nasdaq-p-105445743.html) — Yahoo Finance
- [Nvidia: Jensen Huang's Company Is Still the King of AI, and the Stock Is a Buy](https://finance.yahoo.com/markets/stocks/articles/nvidia-jensen-huangs-company-still-175300871.html) — Yahoo Finance
- [Micron Technology (MU): Memory Powerhouse Driving the AI Boom](https://finance.yahoo.com/markets/stocks/articles/micron-technology-mu-memory-powerhouse-181848705.html) — Yahoo Finance

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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 (12-month and 5-year, walk-forward tuned) and stress-tested before they can go live, then monitored against the news hourly while they run.