The argument
The tape · quarterly coverage amplitude · live quarter blinking
Taiwan Semiconductor Manufacturing Company makes chips that other companies design. It has traded on the Taiwan Stock Exchange as 2330 since 1994 and on the NYSE as an American Depositary Share, ticker TSM, since 1997 — one ADS for five ordinary shares. TEXXR’s own wire copy treats the dual listing as routine, tagging the company “TSMC (2330.TW)” out of habit; the ticker isn’t the story here.
Update, 15 October 2026: TSMC’s third-quarter release put revenue at $46.72 billion, up 41.2% in dollars, and net income up 68.7% — a sixth straight record profit, CNBC noted. Chips of 7 nanometers or smaller — the leading edge — made up 79% of wafer revenue, from 77% in the second quarter. In July TSMC had raised 2026 capex guidance from $52–56 billion to $60–64 billion, citing “the AI megatrend”.
None of that is a scoop. TSMC is among the most covered, most modeled companies in tech media, and this page doesn’t try to out-explain wafer pricing or node roadmaps that already get covered well elsewhere. What TEXXR holds instead is the record: every edge the graph has extracted tying TSMC to the rest of the AI-capex buildout, dated — so a claim as broad as “TSMC is the industry’s chokepoint” can be checked against when the coverage actually started making it.
Before 2023, TEXXR’s TSMC record splits into two stories, neither about artificial intelligence. One is Apple’s foundry: a customer relationship the record prices at $2 billion a year as early as 2014, Fab 18 turning out roughly a quintillion Apple-bound transistors every six months by 2023. The other is chip-shortage geopolitics: a $12 billion Arizona fab announced in May 2020, framed explicitly as Washington trying to “cut dependence on Asia”; that investment more than tripling to $40 billion in December 2022; and Nancy Pelosi meeting TSMC chairman Mark Liu in Taipei that August to discuss the CHIPS and Science Act, during her Taiwan visit.
The turn shows up in mid-2023, in TSMC’s own numbers before it shows up in anyone’s framing of them. Bloomberg’s account of TSMC’s Q2 2023 sales — revenue down in absolute terms — credits “a boom in artificial intelligence” for beating a lowered bar. Two weeks later, Reuters reports TSMC committing nearly $2.9 billion to an advanced packaging plant to meet AI demand. By that November, Nvidia’s quarterly revenue passes TSMC’s for the first time in the record — $18.12 billion to $17.28 billion — putting a customer, not the foundry, atop the chipmaker-by-revenue ranking. TEXXR’s edge-arc tracking shows the same turn mechanically: TSMC’s leading co-entities in 2024’s first quarter are Morris Chang, Intel, Japan, and smartphone chips; a year later they’re Nvidia, Taiwan, Intel, and the United States. By July 2026, TSMC’s own capex language has caught up with a shift it once merely benefited from.
The spectrogram
Signal decomposition · what the record is made of, by quarter · brightness = share of edges · drift = how far the story moved in meaning
In 2024Q1 the record was 50% financial; by 2026Q1 it is 33% financial. A price chart shows what a name did; the spectrogram shows what its story is made of.
The brains
Microsoft’s N2P chip supports TSMC’s process case, while an interposer deal and Terafab’s separate plans leave the size of its cost barrier unproven.
TSMC's reported profits rose, but its new capacity contract and current share price do not establish Graham's margin of safety.
TSMC’s earnings support its AI spending story, but October’s customer and Texas reports do not yet show what that spending will earn.
The machine
TSMC’s latest 500 edges in TEXXR’s graph run financial (30.2%), partnership (19.6%), and launch (12.8%) — a company still mostly reporting numbers and signing deals. Competitor edges make up 9.2%, but read that one with care: the label first appears in TSMC’s record at the end of 2025, and 43 of its 46 edges date from two days in March 2026.
Those two days explain the quarterly count too. TSMC ran 32 to 56 tracked edges a quarter through 2024 and 2025, then 133 in 2026’s first quarter. Eighty-six of the 133 are N3-capacity edges from 14–15 March, when TEXXR logged a SemiAnalysis note and Dylan Patel’s Dwarkesh Podcast interview calling N3 wafer capacity “one of the AI industry’s biggest constraints” — one point, extracted again and again. Nvidia’s and Samsung’s counts jumped nearly sixfold the same quarter, which points to a change in how TEXXR extracts edges, not a surge in news. One claim counted many times is not a trend.
The edges name names. Apple, TSMC’s oldest large customer, still carried a plain partnership edge as recently as July 2025 (“TSMC became Apple’s principal supplier”). The graph’s most recent Apple edges, from January and May 2026, use different predicates — “supply,” then “competitor” — but TEXXR changed how it labels edges in early 2026, so the reporting carries the shift, not the label: Apple, per sourced reporting, now has to fight other customers for TSMC capacity, because — as one report put it, TSMC’s resources keep tilting toward AI. The dollar figure behind that shift is the sharpest number in the record: Apple’s annual TSMC spending rose from $2 billion in 2014 to $24 billion in 2025, twelvefold — though its share of TSMC’s revenue fell from a peak of 25% to 20%. AMD sits on the other side of the same capacity story: its CTO said in January 2026 that AMD is TSMC’s first customer for the 2-nanometer process, the node after the one Apple and Nvidia are currently contesting. Nvidia’s own edges show the same texture: fourteen near-identical copies of “Nvidia secures early allocation of TSMC’s N3 process capacity”, all from those same two days.
The rest of the graph shows the industry hedging against the centrality this page is describing. A January 2026 Stratechery piece — its own edge in the graph — argued TSMC’s conservative capital spending was itself producing supply shortfalls, and that the way out means Samsung or Intel “actually being viable options”. Ten months earlier, Reuters reported TSMC had pitched Nvidia, AMD, Broadcom, and Qualcomm on taking stakes in a joint venture to run Intel’s foundry — TSMC’s most credible rival, floated as a project TSMC itself might help fund. The joint-venture edges are still tagged “rumored.” TSMC’s upstream side runs the same dynamic in reverse: as of mid-July 2026, the graph records TSMC resisting a planned price increase from ASML, whose EUV lithography systems are the one piece of equipment no advanced fab can do without.
The China-Taiwan risk thread runs through the same graph, not around it. A January 2026 Wall Street Journal piece, logged in the record, describes TSMC as having “provided a ‘Silicon Shield’” for Taiwan for decades — the same month Taiwan committed more than $250 billion in US investment as part of a broader trade deal, with TSMC’s own US pledge growing toward $265 billion by that July. On export controls, the graph shows TSMC telling Chinese customers in November 2024 that it would stop manufacturing AI chips at 7-nanometer nodes or smaller for them — in a quarter when 11 of TSMC’s 48 edges were regulatory, its most in any quarter since 2024.
The money
Currency: TWD. Revenue/net income/capex/FCF cross-checked against filed XBRL.
Positioning: how much of TSM is sold short, on the record brokers file twice a month. It lags by design — read it as where the crowd stood, not where it stands.
13 of the 18 AI-heavy funds in our 13F panel reported a long position in TSMC at 30 Jun 2026, against 13 of 18 at 31 Mar 2026. By share count: 1 new, 6 added, 6 cut, 1 exited.
| Fund | Value, 30 Jun 2026 | Shares | Since 31 Mar 2026 | Options (underlying) |
|---|---|---|---|---|
| Coatue Management LLC | $4.26bn | 8.91m | cut -4.0% | |
| Tiger Global Management LLC | $2.33bn | 4.88m | cut -12% | |
| Viking Global Investors LP | $1.51bn | 3.17m | cut -29% | |
| Situational Awareness LP | $1.27bn | 2.65m | added, from 22,423 shares | calls on $24m |
| Appaloosa LP | $788m | 1.65m | added +24% | |
| Altimeter Capital Management, LP | $683m | 1.43m | added +4.7% | |
| Value Aligned Research Advisors, LLC filed 17 Aug 2026 | $481m | 1.01m | added, from 680 shares | calls on $1.05bn · puts on $622m |
| Whale Rock Capital Management LLC | $282m | 589,911 | cut -28% | |
| Duquesne Family Office LLC filed in $000s | $282m | 589,680 | added +19% | |
| Third Point LLC | $220m | 460,000 | added +67% | |
| Light Street Capital Management, LLC | $108m | 225,949 | cut -0.7% | puts on $52m |
| Greenoaks LLC | $79m | 165,000 | new | |
| Lone Pine Capital LLC | $48m | 101,242 | cut -93% | |
| D1 Capital Partners L.P. | exited, from $111m |
From each fund's Form 13F-HR. A 13F shows holdings at quarter-end, filed up to 45 days later (17 of the 18 books on 14 Aug 2026, the rest as dated), not trades: a change compares share counts on two dates and says nothing about when or at what price shares moved. Values are as filed at quarter-end, with books filed in thousands read as dollars. Option rows give the value of the underlying shares, not the premium paid. Ordinary short positions do not appear in a 13F. The panel is a fixed list of funds, not a ranking; the 13Fs of NVIDIA and Alphabet are left out as corporate stakes.
The record
Signals in the coverage record worth tracking, not trade ideas:
- The competitor label. Nearly all of it so far dates from those two March days. Whether new competitor edges arrive from other sources, as customers get flagged competing for the same capacity, is the cleaner read on the crunch.
- The ASML price-resistance edge, still rumored as of July 2026. A flip to confirmed, or a new financial or controversy edge attached, is the thing to watch.
- The $265 billion US pledge. C.C. Wei put the Arizona total at $265 billion in July; in October TSMC said its second Arizona fab was built and due to start volume output in the third quarter of 2027. Whether the rest gets confirmed fab by fab in later coverage.
- The Samsung/Intel-as-rival threads — the Stratechery argument, the Intel-foundry joint-venture pitch. Whether either produces a new confirmed edge or drops out of the record is the cleanest test of whether TSMC’s position gets diluted or entrenched.
- Regulatory-edge volume. It peaked at 11 edges in late 2024, the quarter of the China cut-off. Whether it climbs again as export rules and the US pledge move, or the record shifts back toward earnings and launch edges, says whether TSMC’s story is settling or still reorganizing. Set later quarters against each other, not against 2024: TEXXR has extracted more edges per report since 2026Q1.
- The squeeze from both sides. TSMC is resisting ASML’s price plan from below while Samsung, sources told Reuters, raised 4nm and 5nm prices by up to 15% with TSMC’s leading edge booked up. Chips of 7nm and below reached 79% of TSMC’s wafer revenue in the third quarter, from 74% in the first. Whether a foundry can hold that mix gain while paying more for tools is what the chokepoint rotation tracks across the chain.
| Quarter | Articles | QoQ | Q-end price | QoQ | The record reads |
|---|---|---|---|---|---|
| 2025Q1 | 31 | — | 166.00 USD | — | first quarter on record |
| 2025Q2 | 30 | -3% | 226.49 USD | +36.4% | price rose, attention steady |
| 2025Q3 | 30 | +0% | 279.29 USD | +23.3% | price rose, attention steady |
| 2025Q4 | 19 | -37% | 303.89 USD | +8.8% | attention cooled as price rose |
| 2026Q1 | 37 | +95% | 337.95 USD | +11.2% | attention and price rose together |
| 2026Q2 | 28 | -24% | 477.57 USD | +41.3% | attention cooled as price rose |
| 2026Q3 | 30 | +7% | 456.19 USD | -4.5% | price fell, attention steady |
| 2026Q4 open | 67 | +123% | 431.81 USD | -5.3% | attention rose as price fell (quarter in progress) |
The peers
TSMC lives or dies by the same constraint as these names — small equal-weighted groups, one constraint each. Not investment products: see all categories.
Where the chips actually get made — the fabs constraint, 1.9 independent bets across 9 names
Sources
- “TSMC says it plans to spend $12B to build a 5nm chip factory in Arizona” — Wall Street Journal, May 14, 2020. https://www.wsj.com/articles/taiwan-company-to-build-advanced-semiconductor-factory-in-arizona-11589481659 · TEXXR record: https://texxr.com/953691
- “US House Speaker Nancy Pelosi meets with TSMC chairman Mark Liu and other chip industry leaders” — Nikkei Asia, Aug 3, 2022. https://asia.nikkei.com/Business/Tech/Semiconductors/U.S.-House-speaker-Pelosi-meets-chip-industry-leaders-in-Taipei · TEXXR record: https://texxr.com/981425
- “TSMC plans to more than triple its Arizona investment to $40B” — Financial Times, Dec 6, 2022. https://t.co/7Qs2hTbuXb · TEXXR record: https://texxr.com/985520
- “Inside TSMC’s facilities in Taiwan, where Fab 18 makes a quintillion transistors for Apple every six months” — Wired, Mar 21, 2023. https://www.wired.com/story/i-saw-the-face-of-god-in-a-tsmc-factory/ · TEXXR record: https://texxr.com/838171
- “TSMC reports Q2 revenue down 10% YoY, beating estimates on a boom in artificial intelligence” — Bloomberg, Jul 10, 2023. https://www.bloomberg.com/news/articles/2023-07-10/tsmc-sales-ride-ai-demand-boost-to-beat-estimates · TEXXR record: https://texxr.com/841932
- “Driven by AI demand, TSMC plans to spend nearly $2.9B to build an advanced packaging facility” — Reuters, Jul 25, 2023. https://www.reuters.com/technology/tsmc-invest-nearly-29-bln-build-advanced-chip-plant-taiwan-media-2023-07-25/ · TEXXR record: https://texxr.com/842439
- “Analysis: Nvidia was the world’s biggest chip company by revenue in Q3” — Tom’s Hardware, Nov 24, 2023. https://www.tomshardware.com/news/nvidia-takes-chip-business-revenue-crown-from-tsmc · TEXXR record: https://texxr.com/846678
- “Sources: TSMC told Chinese customers it would no longer manufacture AI chips at 7nm or smaller” — Financial Times, Nov 8, 2024. https://www.ft.com/content/a736beeb-b38a-484e-bbe9-98e92ecb66d9 · TEXXR record: https://texxr.com/879082
- “TSMC became Apple’s principal supplier,” in a piece on Samsung’s foundry struggles — Financial Times, Jul 31, 2025. https://www.ft.com/content/796997ff-59bb-4dca-9406-8671168e3714 · TEXXR record: https://texxr.com/888515
- “Sources: TSMC pitched Nvidia, AMD, Broadcom, and Qualcomm on taking stakes in a joint venture to run Intel’s foundry” — Reuters, Mar 12, 2025. https://www.reuters.com/technology/tsmc-pitched-intel-foundry-jv-nvidia-amd-broadcom-sources-say-2025-03-12/ · TEXXR record: https://texxr.com/883401
- “TSMC reports Q2 net income up 61% YoY to ~$13.5B, raises 2025 sales growth guidance” — Bloomberg, Jul 17, 2025. https://www.bloomberg.com/news/articles/2025-07-17/tsmc-profit-surges-again-after-ai-drives-big-jump-in-sales · TEXXR record: https://texxr.com/887981
- “TSMC reports Q3 net profit up 39% YoY to ~$14.8B, raises 2025 revenue growth projection, citing very strong AI demand” — Bloomberg, Oct 16, 2025. https://www.bloomberg.com/news/articles/2025-10-16/tsmc-profit-beats-estimates-in-latest-sign-of-robust-ai-spending · TEXXR record: https://texxr.com/891404
- “A detailed look at the Apple-TSMC relationship: Apple’s annual spend rose from $2B in 2014 to $24B in 2025” — SemiAnalysis, Jan 8, 2026. https://newsletter.semianalysis.com/p/apple-tsmc-the-partnership-that-built · TEXXR record: https://texxr.com/1155162
- “TSMC reports Q4 net profit up 35% YoY to a record ~$16B” — Reuters, Jan 15, 2026. https://www.reuters.com/world/china/tsmc-q4-profit-jumps-35-record-beats-expectations-2026-01-15/ · TEXXR record: https://texxr.com/1161512
- “Apple now needs to fight for TSMC production capacity amid the AI boom; Nvidia was likely TSMC’s top customer in at least one or two quarters in 2025” — Culpium (Tim Culpan), Jan 15, 2026. https://www.culpium.com/p/exclusiveapple-is-fighting-for-tsmc · TEXXR record: https://texxr.com/1161556
- “The business and geopolitical reasons behind TSMC’s international expansion,” on TSMC’s ‘Silicon Shield’ — Wall Street Journal, Jan 19, 2026. https://www.wsj.com/tech/taiwan-semiconductor-tscm-us-investment-d96f77f9 · TEXXR record: https://texxr.com/1161705
- “TSMC’s conservative capex approach is resulting in supply-demand imbalances” — Stratechery, Jan 26, 2026. https://stratechery.com/2026/tsmc-risk/ · TEXXR record: https://texxr.com/1162139
- “Q&A with AMD CTO Mark Papermaster: AMD is the first customer for TSMC’s 2nm process” — More Than Moore, Jan 29, 2026. https://morethanmoore.substack.com/p/an-interview-with-amd-cto-mark-papermaster · TEXXR record: https://texxr.com/1162572
- “The great AI silicon shortage”: TSMC’s N3 logic wafer capacity has become one of the AI industry’s biggest constraints — SemiAnalysis, Mar 12, 2026. https://newsletter.semianalysis.com/p/the-great-ai-silicon-shortage · TEXXR record: https://texxr.com/1165256
- “Dylan Patel on logic, memory, and power bottlenecks in scaling AI compute, including Nvidia securing TSMC N3 allocation early” — Dwarkesh Podcast, Mar 13, 2026. https://www.dwarkesh.com/p/dylan-patel · TEXXR record: https://texxr.com/1165257
- “Apple recognizes TSMC’s resources will keep tilting toward AI” — @mingchikuo, May 14, 2026. https://x.com/mingchikuo/status/2054987772289810884 · TEXXR record: https://texxr.com/1168972
- “TSMC to add two advanced chip packaging plants in Chiayi, with all four projected to generate $9.35B+ in annual output” — Reuters, Jul 13, 2026. https://www.reuters.com/world/asia-pacific/tsmc-add-2-advanced-chip-packaging-plants-chiayi-taiwan-minister-says-2026-07-13/ · TEXXR record: https://texxr.com/1172517
- “Sources: ASML discussed raising prices for its EUV systems with TSMC; TSMC is resisting” — The Information, Jul 15, 2026. https://www.theinformation.com/articles/asml-plans-price-increases-chipmaking-equipment-despite-tsmc-resistance · TEXXR record: https://texxr.com/1173027
- “TSMC reports Q2 revenue up 36% YoY to ~$39.45B, net income up 77.4% YoY, 7nm-or-smaller chips at 77% of wafer revenue” — CNBC, Jul 16, 2026. https://www.cnbc.com/2026/07/16/tsmc-second-quarter-profit-.html · TEXXR record: https://texxr.com/1173046
- “TSMC raises its 2026 capex projection from $52B-$56B to $60B-$64B, citing ‘the AI megatrend’” — Bloomberg, Jul 16, 2026. https://www.bloomberg.com/news/articles/2026-07-16/tsmc-beats-lofty-estimates-in-latest-sign-of-sustained-ai-demand · TEXXR record: https://texxr.com/1173080
- “A US official says TSMC plans to spend an additional $100B to build four US chip plants, bringing its total pledge to $265B” — Bloomberg, Jul 16, 2026. https://www.bloomberg.com/news/articles/2026-07-16/tsmc-to-spend-265-billion-on-us-buildout-in-key-trump-deal · TEXXR record: https://texxr.com/1173081
- “Samsung hikes chipmaking prices by up to 15% on demand spike, sources say” — Reuters, Aug 19, 2026. https://www.reuters.com/business/autos-transportation/samsung-hikes-chipmaking-prices-by-up-15-demand-spike-sources-say-2026-08-19/
- “TSMC Reports Third Quarter EPS of NT$29.43” — TSMC earnings release (Form 6-K), Oct 15, 2026. https://www.sec.gov/Archives/edgar/data/1046179/000104617926000726/a3q26e_withguidancexfinal.htm
- “TSMC reports Q3 revenue up 50.9% YoY, net income up 68.7%, a sixth straight quarterly profit record” — CNBC, Oct 15, 2026. https://www.cnbc.com/2026/10/15/tsmc-third-quarter-profit-global-ai-.html · TEXXR record: https://texxr.com/1297045
TEXXR knowledge graph: TSMC’s latest 500 edges and its edge arc by quarter, 2024Q1–2026Q1, both queried 2026-10-27. Edges cited: 313001, 273091, 279887, 242762, 92231, 55201, 77273, 92958, 399832, 65433, 65434, 94167, 94168, 104222, 147096, 103466, 257215, 257216, 407631, 407633, 407666, 407667, 407733, 407734, 407735, 93217, 93218, 93219.