# TSMC blows past earnings and extends AI timeline — long chipmakers riding the wave

_AI-generated trading idea · LONG · AMD, TSM_

> Canonical page: https://commonquant.ai/research/for-you/tsmc-blows-past-earnings-and-extends-ai-timeline-long-chipma--f411213e-d699-4047-950b-147025737ea5

TSMC, the world's biggest contract chipmaker, just crushed earnings and said the AI boom will last at least another three years. Meanwhile, rival AMD is also expected to report blockbuster results due to surging demand for AI servers.

## Idea

TSMC just reported massive profit growth and raised its long-term outlook, confidently stating that the artificial intelligence boom is sustainable for years. As the primary manufacturer for advanced computing chips, their skyrocketing sales provide hard proof that demand for AI hardware is only accelerating. Bank of America expects AMD to benefit directly from this same trend with strong upcoming earnings. By going long AMD and TSM, traders can position themselves to ride the massive wave of data center spending.

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

\*\*Jensen kills delay rumors while TSMC boosts spending — long the AI chip supply chain\*\*

Rumors of delays in Nvidia's next big chip were just shot down by the CEO himself, confirming the AI hardware build-out is accelerating. With Taiwan Semiconductor reporting blowout numbers and raising spending to meet demand, the AI chip supply chain is firing on all cylinders.

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

\*\*TSMC locks in a massive US deal as Meta drops $50B on AI data centers — ride the chip building boom\*\*

TSMC just announced a massive new deal to build out chip manufacturing in the US, while Meta is simultaneously committing $50 billion to build AI data centers. This means the biggest tech companies are pouring unprecedented money into the infrastructure needed for artificial intelligence.

\#\# Story development — 2026-07-19 09:19 UTC

\*\*AI chip speculation is crashing but TSMC just raised its profit outlook — long TSMC as the flight-to-quality play\*\*

While speculative AI chip stocks like SK Hynix are plunging on wild volatility, TSMC just confidently raised its long-term profit margins. This creates a perfect opportunity to rotate out of the volatile AI names and into the backbone of the entire semiconductor industry.

## Advanced Analysis

### Verdict: Great Thesis, Wrong Price — Wait for the RSI Reset

The strongest case for this idea is fundamental: TSM's last filed year shows revenue up 33.9% to NT$2.89T with a 40.0% net margin, and AMD's June 2026 quarter showed revenue up 12.5% to $11.5B with net margin expanding from 13.5% to 19.9% — the AI build-out is visible in the numbers, not just the headlines. The strongest case against is that both legs are already extended and insiders are selling: AMD's RSI (14) sits at 72.7 versus the strategy's required sub-50 entry zone, TSM's nearest resistance at $436.04 is essentially at the last close, and ownership filings for the quarter ended June 30, 2026 show roughly $153.2M of net open-market insider selling at AMD across 17 holders. The completed backtest returned 12.7% with a 4.1% maximum drawdown, but it rests on exactly one trade over 60 months, so that perfect record is a single outcome, not a distribution. No robust nearby-parameter setup was established because the sensitivity evaluation ran out of time, so the published rules are the only configuration tested. The verdict flips only if a pullback actually arrives: RSI falling back below 50 and then crossing up through 45 while price holds above the 20-day EMA, with AMD's operating cash flow (down 39.3% sequentially to about $1.6B) stabilizing at the next print.

#### Conviction score breakdown

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

| Measure | Value |
| --- | ---: |
| Thesis support | 82/100 |
| Trade readiness | 25/100 |
| Risk quality | 55/100 |
| Backtest evidence | 40/100 |
| Fundamentals trend | 75/100 |
| Score | 55/100 |
| Composite Score | 55/100 |
| 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: momentum has outrun the entry — patience is the position

Nothing is tradable today under this strategy's rules, and that is the correct read, not a caveat. Both AMD (last close $520.22) and TSM ($435.56) are already above their 20-day EMA levels ($481.47 and $421.89 respectively), and trend strength (ADX) is comfortably above the 18 threshold for both. The blocking condition is RSI: the entry needs a fresh RSI (14) cross above 45 while still below 50. AMD's RSI is 72.7 — 22.7 points above the 50 ceiling — and TSM's is 65.5, 15.5 points above it. In plain terms, both stocks are extended, and the strategy is designed to buy a pullback-and-resume, not chase strength.

What waiting means concretely: RSI on each ticker must fall back below 50 and then cross up through 45 while price holds above the 20-day EMA. For AMD, price is $38.75 above its EMA, so even moderate consolidation could restore the price condition quickly — the RSI reset is the binding constraint. On any valid entry, the risk math is fixed: a 2.4% stop against a 4.8% profit target, roughly 2:1 reward-to-risk, with a forced exit after 40 trading bars. The completed backtest supports the discipline: one traded signal over a 60-month window returned 12.7% with a maximum drawdown of 4.1%, and the same return held in the 12- and 24-month windows with drawdowns as low as 2.9%. Exits were filled on daily bars rather than intrabar data, so treat those figures as coarse.

One process note: the parameter-sensitivity evaluation ran out of time, so no robust nearby-parameter setup was established — follow the published rules exactly as written. Set alerts, not limit orders: AMD RSI crossing below 50 and TSM RSI crossing below 50 are your early-warning signals that an entry window may be forming.

#### AMD price and trigger map

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

| Measure | Value |
| --- | ---: |
| Ticker | AMD |
| 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 |

### Why the bull case still has support

The fundamental engine behind this long thesis is running hot on both legs. TSMC's most recent filed year (ended December 31, 2024) shows revenue of $2.89 trillion in NT dollars ($2,894B), up 33.9% year over year, with net income up 36.0% and a 40.0% net margin — and per CNBC, the second quarter of 2026 delivered profit growth of more than 77% that beat estimates. AMD's momentum is just as sharp: in the quarter ended June 27, 2026, revenue rose 12.5% sequentially to $11.54B, net income jumped 66.1% to $2.30B, net margin expanded from 13.5% to 19.9%, and gross margin improved to 53.8%. The idea's claim that demand for AI hardware is accelerating, not peaking, is visible in the actual numbers, not just the headlines. Peer context strengthens the quality argument. TSM ranks at the 98.4th percentile of 854 information-technology peers on operating margin and the 99.9th percentile on free cash flow ($870B NT), while AMD sits at the 87th percentile on operating margin and the 98.7th percentile on free cash flow despite spending 22.7% of revenue on R&D. These are not speculative AI names — they are the two most profitable operators in the sector, which is the right place to be if the AI build-out lasts, as TSMC publicly asserts it will for at least three more years (per the Bloomberg piece of July 16, 2026). The catalyst tape is dense and directional: TSMC raised spending and long-term margin guidance (per the July 16 Yahoo Finance coverage), Jensen Huang publicly dismissed Vera Rubin delay rumors and affirmed 'giant' production volumes, Meta committed $50 billion to AI data centers, and TSMC signed a major US manufacturing deal. Bank of America expects AMD to beat and raise on surging AI server demand. That is exactly the headline cluster the strategy's news-adjacent entry conditions were designed to trade. On the strategy evidence itself, the completed backtest is constructive: across a 60-month daily evaluation the setup returned 12.7% on a single completed…

#### 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 |

#### TSM Free cash flow

Free cash flow trend from CommonQuant fundamentals/XBRL data; +219.5% from first to latest point.

| Measure | Value |
| --- | ---: |
| 2015-12-31 | $272362600000 |
| 2016-12-31 | $211789300000 |
| 2017-12-31 | $8594200000 |
| 2018-12-31 | $258372400000 |
| 2019-12-31 | $154716500000 |
| 2020-06-30 | $54106300000 |
| 2020-12-31 | $315427500000 |
| 2021-06-30 | $255400000 |
| 2021-12-31 | $272965000000 |
| 2022-12-31 | $527927100000 |
| 2023-12-31 | $292150500000 |
| 2024-12-31 | $870170600000 |
| Latest Value | $870170600000 |
| Change Pct | $219.4897537327078 |
| Ticker | TSM |
| Timeframe | reported periods |

#### AMD sector percentile check

Ranks AMD against 791 companies in its sector using CommonQuant fundamentals.

| Measure | Value |
| --- | ---: |
| Free cash flow | \98.73577749683945th percentile |
| Operating margin | \87.11943793911007th percentile |
| Revenue growth (YoY) | \77.53807106598984th percentile |
| Rnd Intensity | \65.12301013024602th percentile |
| Ticker | AMD |
| Sector | Information Technology |
| Peer Count | 791 |

### Scores

- **Conviction score breakdown:** 55
- **Thesis support:** 82
- **Trade readiness:** 25
- **Risk quality:** 55
- **Backtest evidence:** 40
- **Fundamentals trend:** 75

### Watch items

- **AMD — RSI (14)**
- **AMD — Close vs 20-day EMA**
- **TSM — RSI (14)**
- **TSM — Close vs nearest resistance**
- **AMD — Insider open-market activity (Q2 2026 filing)**
- **TSM — Support level 2**
- **TSM — Next dividend ex-date**

## Key details

- Symbols: AMD, TSM
- Timeframes: D1
- Tags: \#ai, \#semiconductors, \#swing, \#long-bias

## Community

- Upvotes: 0
- Views: 667
- Copies: 0
- Cosigns: 0

## News sources

- [Massive TSMC deal is huge stride for US in high-tech race](https://finance.yahoo.com/technology/articles/massive-tsmc-deal-huge-stride-230300784.html) — Yahoo Finance
- [AMD: Jefferies eyes Anthropic deal as Advancing AI 2026 event nears](https://finance.yahoo.com/technology/ai/articles/amd-jefferies-eyes-anthropic-deal-165400435.html) — Yahoo Finance
- [Turbo-charged SK Hynix volatility shows no sign of abating as AI euphoria swings to fatigue](https://www.marketwatch.com/story/turbo-charged-sk-hynix-volatility-shows-no-sign-of-abating-as-ai-euphoria-swings-to-fatigue-f5a5b95b?mod=mw_rss_topstories) — MarketWatch
- [Nvidia CEO Jensen Huang Dismisses Vera Rubin Hardware Delay Report, Affirms 'Giant' Production Volumes](https://finance.yahoo.com/technology/ai/articles/nvidia-ceo-jensen-huang-dismisses-233017030.html) — Yahoo Finance
- [TSMC Q2 profit beats estimates, ups spending as AI boom continues](https://finance.yahoo.com/technology/articles/tsmc-q2-profit-beats-estimates-145200500.html) — Yahoo Finance
- [AMD Looks Set for a Beat-and-Raise Quarter on Surging AI Server Demand, According to BofA](https://finance.yahoo.com/markets/stocks/articles/amd-looks-set-beat-raise-194637834.html) — Yahoo Finance
- [Taiwan Semiconductor Manufacturing Company limited's (TSM) Improved Long-Term Gross Margin Guidance Signals Confidence](https://finance.yahoo.com/markets/stocks/articles/taiwan-semiconductor-manufacturing-company-limited-132100832.html) — Yahoo Finance
- [Meta Is Betting $50 Billion on AI Data Centers. Where Does The Stock Go From Here?](https://finance.yahoo.com/markets/stocks/articles/meta-betting-50-billion-ai-152338970.html) — Yahoo Finance
- [TSMC second-quarter profit jumps over 77%, beating estimates, on high-end chip boom](https://www.cnbc.com/2026/07/16/tsmc-second-quarter-profit-.html) — CNBC
- [TSMC Says AI Boom Will Go Another Three Years, Defying Skeptics](https://www.bloomberg.com/news/newsletters/2026-07-16/tsmc-says-ai-boom-will-go-another-three-years-defying-skeptics) — Bloomberg

## Related

- [AMD trade ideas](https://commonquant.ai/stocks/amd)
- [TSM trade ideas](https://commonquant.ai/stocks/tsm)
- [Latest market news](https://commonquant.ai/news)

## 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.