
Taiwan Semiconductor (TSM)
Contract chip manufacturing (foundry): builds customer-designed silicon on a per-wafer / per-node basis; revenue scales with advanced-node wafer volume × ASP, monetized via node-price premiums and advanced packaging (CoWoS). Capital-intensive, fab-driven.
Sources — 22 figures with citations
- Q2 FY2026 revenuefiled2026-06-30 (quarter end); released 2026-07-16NT$1,270,381M / US$40.20B; +36.0% YoY in NT$, +33.7% YoY in USD, +12.0% QoQsec.gov — Form 6-K EX-99.1 earnings press release, verbatim from the results table.
- Q2 FY2026 marginsfiled2026-06-30Gross margin 67.7%; operating margin 60.3%; net profit margin 55.6%sec.gov — Same 6-K. Gross profit NT$860,311M, income from operations NT$766,603M on net sales NT$1,270,381M.
- Q2 FY2026 net income and EPSfiled2026-06-30Net income NT$706,562M (+77.4% YoY, +23.4% QoQ); diluted EPS NT$27.25 (US$4.31 per ADR unit)sec.gov — On 25,932M weighted-average shares. Income before tax NT$862,430M vs income from operations NT$766,603M.
- Net non-operating income, Q2 FY2026derived2026-06-30NT$95,827Msec.gov — Arithmetic: income before tax NT$862,430M minus income from operations NT$766,603M = NT$95,827M. This is where the one-time Vanguard disposal gain sits, so the +77.4% net-income growth overstates operating momentum vs the +65.4% growth in income from operations.
- Q2 FY2026 wafer revenue by nodefiled2026-06-302nm 3%, 3nm 30%, 5nm 33%, 7nm 11%; 7nm-and-below ('advanced') = 77% of total wafer revenuesec.gov — Press release text; corroborated by presentation slide 5 (a2q26presentatione005.jpg) in the same 6-K accession.
- Q2 FY2026 revenue by platformfiled2026-06-30HPC 66% (+20% QoQ), smartphone 22% (-4% QoQ), IoT 5% (+4%), automotive 4% (+15%), DCE 1% (+5%), others 2% (+5%)sec.gov — Slide 6 '2Q26 Revenue by Platform' of the earnings presentation filed as part of the 2026-07-16 Form 6-K.
- Balance sheet at 2026-06-30filed2026-06-30Cash & marketable securities NT$3,518.01B (37.5% of assets); long-term interest-bearing debts NT$864.27B (9.2%); total liabilities NT$2,901.18B (30.9%); shareholders' equity NT$6,474.47B (69.1%); total assets NT$9,375.65B; 25,932M shares outstandingsec.gov — Slide 7 'Balance Sheets & Key Indices' of the filed earnings presentation. Share count footnote: 'Total outstanding shares were 25,932mn units at 6/30/26'.
- Net cash positionderived2026-06-30~NT$2,653.7B (~US$82.9B)sec.gov — Arithmetic: NT$3,518.01B cash & marketable securities minus NT$864.27B long-term interest-bearing debts = NT$2,653.74B; / 32 NT$ per US$ (TSMC's own guidance FX assumption) = US$82.9B. Understates gross debt because short-term borrowings and the current portion of long-term debt are inside the NT$1,857.76B current-liabilities line and are not broken out on the slide.
- Q2 FY2026 cash flow and capexfiled2026-06-30Cash from operating activities NT$783.36B; capital expenditures NT$496.00B; free cash flow NT$287.36B; cash dividends NT$155.59Bsec.gov — Slide 8 'Cash Flows'. Prior quarters for trend: 1Q26 capex NT$350.76B / FCF NT$348.21B; 2Q25 capex NT$297.22B / FCF NT$199.85B.
- Capex intensity, Q2 FY2026derived2026-06-3039.0% of revenuesec.gov — Arithmetic: NT$496.00B capex / NT$1,270.381B net sales = 39.04%. Both inputs are filed figures from the same 6-K.
- FCF margin and OCF margin, Q2 FY2026derived2026-06-30FCF margin 22.6%; operating cash-flow margin 61.7%sec.gov — Arithmetic: NT$287.36B / NT$1,270.381B = 22.62%; NT$783.36B / NT$1,270.381B = 61.66%.
- Q3 FY2026 guidancefiled2026-07-16Revenue US$44.6-45.8B; gross margin 65-67%; operating margin 56-58% (at 32 NT$/US$)sec.gov — Management outlook section of the 6-K press release; restated on presentation slide 9. Midpoint $45.2B = +36.6% YoY vs 3Q25 US$33.10B and +12.4% QoQ (derived).
- Q2 FY2026 result vs Q2 guidance (beat/miss basis)filed2026-04-16 (guidance issued)Guided revenue US$39.0-40.2B, gross margin 65.5-67.5%, operating margin 56.5-58.5% (at 31.7 NT$/US$); actual $40.20B / 67.7% / 60.3%sec.gov — Q1 FY2026 Form 6-K press release, which set the Q2 guide. Revenue landed at the exact top of the range; gross margin 20bps above the high end; operating margin 180bps above the high end.
- Full-year 2026 revenue growth outlookfiled2026-07-16'2026 revenue to increase by slightly above 40% in US dollar terms' (raised from 'above 30%')sec.gov — Slide 10 'Future Outlook' of the filed earnings presentation. Implies ~$170B FY2026 revenue off the FY2025 US$121.42B base (derived).
- Prior full-year 2026 capital budgetfiled2026-01-15 (original) / 2026-07-16 (raise)US$52-64B: original guide 'between US$52 billion and US$56 billion', raised at Q2 to US$60-64B with 70-80% to advanced processsec.gov — The $52-56B original figure is verbatim in the 4Q25 Form 6-K press release ('management further expects the 2026 capital budget to be between US$52 billion and US$56 billion'). The raise to $60-64B was made on the 2026-07-16 earnings call and is NOT in the filed 6-K press release - see the separate call-sourced row.
- Full-year 2026 capex raise, 2nm and overseas margin dilution, Arizona commitmentfiled2026-07-16Capex raised to US$60-64B (from $52-56B), ~70-80% to advanced process; 2nm ramp to dilute gross margin ~3-4pts in 2H26; overseas fabs to dilute 2-3pts early widening to 3-4pts later; additional US$100B Arizona investment; cash & marketable securities 'TWD 3.5 trillion, or $110 billion'investing.com — Management statements on the Q2 FY2026 earnings call (CFO Wendell Huang / CEO C.C. Wei). Call commentary, not the filed press release - corroborated independently by TrendForce: https://www.trendforce.com/news/2026/07/16/news-tsmc-lifts-2026-capex-15-to-60-64b-hikes-sales-outlook-to-over-40-despite-q3-margin-dip/
- FY2025 full-year baselinefiled2025-12-31Net revenue NT$3,809,054M (US$121,423M), +31.6% YoY in NT$; gross margin 59.9%; operating margin 50.8%; net income NT$1,697,604M (US$54,116M); R&D NT$246,427M (6.5% of revenue); 15,022k 12-inch-equivalent wafers shippedsec.gov — FY2025 Form 20-F filed 2026-04-16 — the filed FY2025 figure is US$121.42B.
- FY2025 customer concentrationfiled2025-12-31Largest customer 19% of net revenue (NT$726,974M), second largest 17% (NT$645,179M), top ten 78%; vs 22%/12%/76% in FY2024sec.gov — FY2025 Form 20-F. Customers are disclosed as 'Customer A' / 'Customer B' - the filing does NOT name them, so no Nvidia/Apple attribution is asserted here.
- Prior-quarter comparatives (USD revenue)derived2026-06-303Q25 US$33.10B; 4Q25 US$33.73B; 1Q26 US$35.89B; 2Q26 US$40.20B -> LTM US$142.92Bsec.gov — Arithmetic from filed press releases: 4Q25 was US$33.73B and '+1.9% from the previous quarter' -> 3Q25 = 33.73/1.019 = $33.10B. 2Q26 was US$40.20B and '+12.0% from the previous quarter' -> 1Q26 = 40.20/1.120 = $35.89B (the 1Q26 6-K independently states US$35.90B). Sum of the four = $142.92B.
- ADR pricemarket2026-08-03$406.11 close on 2026-08-03 (+$1.86 / +0.46%); 52-week range $223.70-$479.00stockanalysis.com — Official close (4:00 PM EDT 2026-08-03), not an intraday level - the same session's intraday high was $407.44 per the history table (https://stockanalysis.com/stocks/tsm/history/).
- Market capitalizationmarket2026-08-03~$2.106T (ADR basis) on 2026-08-03companiesmarketcap.com — Derivation cross-check: 25,932M common shares / 5 per ADS = 5,186.4M ADS-equivalent x $406.11 close = $2,106.3B, matching the reported $2.106T. Listing caveat: TWSE:2330 market cap was NT$61.46T on the same date (https://stockanalysis.com/quote/tpe/2330/market-cap/) = ~$1.92T at 32 NT$/US$, so the ADR trades at roughly a 10% premium and cap figures differ by source depending on which line they price.
- Valuation multiplesmarket2026-08-03Trailing P/E 26.50x; forward P/E 18.60xstockanalysis.com — As of the 2026-08-03 close. Forward multiple reflects the raised 'slightly above 40%' FY2026 growth guide.
The thesis on this name
State of AI Compute
Monopoly leading-edge logic, >90% advanced-node share, 50% net margins, sold out into 2028 — the cleanest moat in AI compute, but the verify split it hard: trade the MOAT not the multiple. Margin floor is management's own 56-60% (66% is cycle-peak, not durable), the 'undervalued at $467' PEG<1 case is a cyclical value trap, and the bottleneck is binding onl…
State of AI Compute
Long TSM over 18-30 months as the sole structural toll-taker on every leading-edge AI accelerator (>90% advanced-node share, N2 sold out into 2028, four-year price-hike runway) — the edge is structural (an un-substitutable monopoly node-supplier the market keeps trying to price as a cyclical foundry), and I underwrite…
State of AI Compute
Sole leading-edge toll-taker, but verify killed the re-rating edge (record-high fwd P/E, consensus only ~8% above spot) and flagged it as the most-correlated AI-capex beta. Do NOT clip at $441-452 within 5% of the ATH;…
State of Nvidia
The supply-lock IS the shortest-dated but hardest near-term moat — a 12-24 month competitor air-gap (you cannot ship an ASIC you cannot package)
Earnings, margins, COGS & capex
TSMC is in a structural AI-driven up-cycle: FY2025 revenue rose 35.9% to $122.4B with gross margin expanding to 59.9%, and Q1 FY26 accelerated to +40.6% YoY with a 66.2% gross margin as the mix shifted hard toward HPC/AI (61% of revenue, up from 48% a year earlier). The company guides full-year FY26 USD revenue to grow >30% and AI-accelerator revenue >50%/yr through 2029 (estimate/guidance). The cost structure is dominated by fab depreciation and the leading-edge ramp; capex steps up to $52–56B in FY26, which compresses FCF even as margins hit records.
Income statement — where each revenue dollar goes
% of revenueOf every $1 of revenue, ~32¢ is cost of goods and ~7¢ operating expense, leaving ~60¢ of operating profit (~51¢ net).
Revenue trend
Margins
up — ~630bps above consensus on HPC mix + node pricing
up — beat consensus by >800bps
up
down — capex step-up to $52–56B in FY26 compresses FCF
COGS structure
COGS is dominated by (1) fab depreciation on leading-edge equipment (EUV lithography, the single largest capital line), (2) ramp/yield costs on new nodes (N2, A16) and overseas fabs (Arizona/Japan/Germany run structurally higher cost), (3) raw wafers, specialty chemicals, gases, and high electricity load, and (4) labor. Margin swings are driven mostly by node-mix (advanced nodes + CoWoS carry higher ASP/margin) and utilization; overseas-fab dilution is the main near-term drag (mgmt cites 2–4pts/yr gross-margin dilution from offshore expansion).
Capex
$40.9B in FY2025 (fact); guided $52–56B for FY2026, toward the high end (estimate). ~70%+ funds advanced process technologies (N2, N3, A16/A14) plus advanced packaging (CoWoS) capacity; the remainder funds geographic expansion — Arizona (2nd fab tool move-in H2 2026, 3rd under construction), Japan (3nm upgrade), and Germany (28/22nm). This is the largest capex program in the semiconductor industry.
Latest earnings
Beat on every line versus its own guidance: revenue $40.20B printed at the exact top of the $39.0-40.2B guide; gross margin 67.7% cleared the 65.5-67.5% range; operating margin 60.3% cleared the 56.5-58.5% range by 180bps. Net income growth of +77.4% overstates operating strength because it includes a one-time Vanguard disposal gain - operating income grew +65.4% YoY, the cleaner read.
Q3 FY2026: revenue US$44.6-45.8B; gross margin 65-67%; operating margin 56-58% (at 32 NT$/US$). Full-year 2026: USD revenue to grow 'slightly above 40%', raised from 'above 30%'. Capital budget raised to US$60-64B (from $52-56B), 70-80% to advanced process. Management flagged ~3-4pt gross-margin dilution from the 2nm ramp in 2H26 and 2-3pt (early) widening to 3-4pt (later) dilution from overseas fabs. Additional US$100B Arizona commitment announced for sub-2nm fabs plus advanced packaging.
- HPC share of Q2 FY2026 revenue
- 66% (+20% QoQ), vs smartphone 22% (-4% QoQ), IoT 5%, automotive 4%, DCE 1%, other 2%
- Advanced nodes (7nm and below) share of wafer revenue
- 77% - 2nm 3%, 3nm 30%, 5nm 33%, 7nm 11%; 2nm is a first-quarter contributor
- Q2 FY2026 capex / operating cash flow / free cash flow
- NT$496.00B / NT$783.36B / NT$287.36B
- FY2025 customer concentration
- Largest customer 19% of net revenue, second 17%, top ten 78% (per FY2025 Form 20-F; customers unnamed in the filing)
- Valuation multiples at the 2026-08-03 close
- 26.5x trailing P/E, 18.6x forward P/E
Growth drivers
- AI / HPC accelerators — Nvidia, AMD, Broadcom and hyperscaler custom silicon (TPU/Trainium/MTIA); HPC reached 61% of revenue in Q1 FY26; AI-accelerator revenue guided >50%/yr through 2029
- Leading-edge node migration — N3 → N2 (HVM since Q4 FY25) → A16/A14 (2028); each node carries higher ASP and richer margin
- Advanced packaging (CoWoS/SoIC) — the bottleneck for AI GPUs; TSMC is roughly doubling CoWoS capacity and it commands premium pricing
- Node price increases — a multi-year pricing runway on leading-edge wafers as demand outstrips sold-out capacity
- Smartphone flagship SoCs (Apple A-series, MediaTek, Qualcomm) on N3/N2 — a stable second pillar
- Geographic capacity expansion (Arizona/Japan/Germany) capturing supply-chain-resilience and sovereign-chip demand
Bull & bear
TSMC is the single un-substitutable toll-booth on AI compute, and Q2 FY2026 is the quarter where that translated into hard numbers: revenue at the top of guidance, a record 67.7% gross margin above the guided range, an operating margin 180bps past the high end, and a full-year outlook raised from 'above 30%' to 'slightly above 40%'. The company is self-funding a US$60-64B capex program out of cash flow while still carrying ~US$83B of net cash.
- Guidance was raised, not merely met - full-year 2026 USD growth went from 'above 30%' (Q1) to 'slightly above 40%' (Q2), and Q3 is guided to US$44.6-45.8B, a further ~12% sequential step. That is acceleration inside an already-record year, and it is management's own filed number, not a sell-side hope.
- Margins are expanding while the mix shifts to the highest-value work: gross margin 67.7% and operating margin 60.3% both cleared the top of guidance, with HPC now 66% of revenue (+20% QoQ) and advanced nodes 77% of wafer revenue. Pricing and mix are outrunning the cost of the ramp.
- The capex raise is a demand signal, not a distress signal - US$60-64B (up from $52-56B) with 70-80% to advanced process, plus an additional US$100B Arizona commitment, is management underwriting multi-year visibility with its own balance sheet. It is funded from a NT$783B quarterly operating cash flow, so FCF stayed positive (NT$287B) even in the heaviest capex quarter.
- Balance sheet removes financing risk from the thesis: NT$3,518B cash & marketable securities against NT$864B long-term interest-bearing debt, equity at 69.1% of assets. TSMC can spend through a demand air-pocket without a capital raise - very few capital-intensity-40% businesses can say that.
- 2nm is only 3% of wafer revenue and already contributing, with the steep ramp still ahead. The node that carries the next ASP step is in front of the numbers, not behind them, and the margin dilution it causes (~3-4pts) is a known, quantified, temporary cost.
The quarter was excellent and the stock still fell from its late-July highs, which is the tell: at ~$2.1T with 18.6x forward earnings, TSM is priced for the AI capex cycle continuing, while the company is simultaneously raising capex intensity toward ~38% of revenue and guiding margins DOWN. The concentration risks - one end-market, two customers, one island - are all getting worse, not better, and none of them are hedgeable.
- Margins have peaked for now by management's own guide: gross margin goes 67.7% -> 65-67% and operating margin 60.3% -> 56-58% in Q3, with ~3-4pts of 2nm dilution in 2H26 and overseas-fab dilution guided to widen from 2-3pts to 3-4pts. The record print is the near-term high-water mark, and the market has already seen it.
- The capex raise cuts both ways: US$60-64B (up 15% from $52-56B) plus US$100B for Arizona is ~38% of revenue in fixed cost that depreciates for a decade regardless of demand. FCF already fell QoQ from NT$348B to NT$287B despite a record-margin quarter - the FCF conversion of this cycle is structurally worse than the P&L suggests.
- Single-end-market concentration is now extreme: HPC is 66% of revenue and grew +20% QoQ while smartphone actually declined -4% QoQ. The non-AI pillar is shrinking, so any hyperscaler digestion hits the mix with nothing to offset it.
- Customer concentration is worsening on the filed data: the largest customer went from 12% (2024) to 19% (2025) of net revenue, the second 12% -> 17%, and the top ten 76% -> 78%. Two customers are now ~36% of the book, and both design AI/mobile silicon into the same cycle.
- The headline earnings quality is weaker than +77.4% suggests - net income includes a one-time gain on the Vanguard stake sale (~NT$63B per press reports against NT$95.8B of derived net non-operating income). Operating income grew +65.4%, and the excess is non-recurring.
- The un-underwritable tail is unchanged: the crown-jewel leading-edge capacity is in Taiwan, and the Arizona build is partly a political cost (dilutive by management's own numbers) rather than an ROI-optimal one. No multiple can price a China-Taiwan contingency, which is exactly why a monopoly with 60% operating margins trades at 18.6x forward.
What it is worth
Forward P/E + FCF cross-check on consensus 2026-27E EPS; sanity-checked vs sell-side targets ($400 low to $590 high, ~$494 avg of recent targets) — fact: targets as of mid-2026.
~$300–400 (AI-capex digestion and/or geopolitical/export-control shock de-rates the multiple; FCF pressure from $56B capex)
~$490–500 (consensus average target; >30% FY26 growth delivered, margins normalize toward mid-60s with overseas dilution)
~$590 (sustained >30% growth + 66%+ margins hold; AI super-cycle multi-year; re-rate toward high-end sell-side)
At ~$420 ADR / ~$2.28T cap, TSM trades at roughly mid-20s forward P/E on >30% FY26 USD growth — a PEG <1 for a monopoly franchise, but the multiple embeds sustained AI capex and carries an un-modelable Taiwan geopolitical discount.
SWOT
Strengths
- Dominant leading-edge share — >90% of advanced-node (≤5nm) foundry output and ~70%+ of the total foundry market; the only foundry shipping high-yield 2nm at volume (N2 yield ~65% vs Samsung ~40%, Intel 18A ~55%)
- Structural pricing power — leading-edge capacity is sold out / oversubscribed, enabling a multi-year node-price-hike runway; gross margin hit 66.2% in Q1 FY26
- Best-in-class execution & yield — consistent on-time node ramps where Samsung/Intel slip, anchoring customer trust (Apple, Nvidia, AMD)
- CoWoS advanced-packaging near-monopoly — the gating capacity for AI GPUs, commanding premium economics
- Fortress balance sheet — net cash positive (~US$60B+), AA-/Aa3 rated, self-funding the industry's largest capex program
Weaknesses
- Extreme capital intensity — capex ~33% of revenue in FY25, stepping to ~43–46% in FY26 ($52–56B), structurally pressuring FCF
- Customer concentration — top two (Nvidia ~19%, Apple ~17% of FY25 revenue) are ~36% of the book; HPC mix amplifies single-end-market (AI) dependence
- Geographic concentration of the crown-jewel fabs in Taiwan — a single-point geopolitical / seismic exposure
- Overseas-fab margin dilution — Arizona/Japan/Germany run structurally higher cost; mgmt cites 2–4pts/yr gross-margin drag during the offshoring phase
- Cyclicality — foundry demand is historically cyclical (revenue fell ~9% in 2023); current run-rate prices in sustained AI capex
Opportunities
- AI accelerator super-cycle — mgmt guides AI-accelerator revenue >50%/yr through 2029; hyperscaler custom silicon (TPU/Trainium/MTIA/Maia) all run on TSMC
- Node leadership extension — N2 (2026) → A16 (2026/27) → A14 (2028) → 1.4nm, each a fresh ASP step
- Advanced packaging expansion (CoWoS/SoIC) as a high-margin growth vector distinct from wafer fab
- Sovereign / resilient-supply demand monetized via Arizona, Japan, Germany — and a possible easing of the offshore margin drag over time as those fabs mature
- Silicon photonics / co-packaged optics for AI interconnect — an emerging TSMC-enabled platform
Threats
- Geopolitics — a China–Taiwan conflict or escalation is the existential tail risk; US export controls and tariff regimes can reshuffle demand and cost
- AI-capex digestion / bubble risk — if hyperscaler GPU demand normalizes, the HPC-heavy mix reverses fastest
- Intel 18A/14A and Samsung SF2 closing the gap (state-subsidized) — long-run share/pricing threat if yields converge
- Customer in-sourcing / dual-sourcing pressure as hyperscalers and Intel Foundry seek leverage
- Equipment/EUV single-source dependence on ASML; any tool-supply or export-control disruption gates capacity
Moats, dependencies & bottlenecks
Moats
Only foundry with high-yield volume 2nm; ~10pt+ yield lead over Samsung/Intel. Sustained by ~$50B/yr capex + R&D the rivals can't all match.
A leading-edge fab cluster costs $20B+; only TSMC self-funds the cadence at AA-rated terms. Hard to replicate even with state subsidies.
Designs are co-developed with TSMC PDKs/IP; porting a leading-edge chip to another foundry costs quarters and re-spins — Apple/Nvidia/AMD are effectively locked per generation.
Near-monopoly on the packaging that gates AI GPUs today; more contestable long-run than front-end (OSATs/Intel building capacity).
Deep partnerships with ASML, Synopsys, Cadence, Arm and IP vendors make TSMC the path of least resistance for any new chip.
Dependencies
Sole source of EUV scanners; every leading-edge node gates on ASML tool supply and any export-control restriction on those tools.
Nvidia ~19% / Apple ~17% of FY25 revenue. Concentrated but sticky; the risk is end-market (AI capex) demand more than switching.
HPC is 61% of revenue; a hyperscaler GPU-capex digestion is the main earnings swing factor over 18–30 months.
China-export curbs, tariff regimes, and Taiwan cross-strait risk shape both demand routing and the existential tail.
gases, photoresist, power) Multi-sourced but Taiwan's grid/water and Japanese chemical suppliers (e.g. JSR, Shin-Etsu) are concentration points.
Advantages
- Un-substitutable leading-edge monopoly — >90% of ≤5nm output; the mandatory supplier for every flagship AI accelerator
- Best-in-industry yield and on-time node execution (2nm ~65% yield) vs slipping rivals
- Structural pricing power from sold-out capacity — multi-year node-price-hike runway, 66% gross margin
- Largest, self-funded capex program in the industry off a net-cash, AA-rated balance sheet
- Deep design-in lock-in across Apple/Nvidia/AMD/Broadcom plus the OIP ecosystem (ASML/Synopsys/Cadence/Arm)
- CoWoS advanced-packaging near-monopoly capturing the AI-GPU bottleneck
Weaknesses
- Single-country (Taiwan) concentration of the crown-jewel fabs — the un-hedgeable geopolitical exposure
- Extreme and rising capital intensity (~33% → ~43–46% of revenue) compresses free cash flow
- Customer + end-market concentration in AI/HPC (61% mix — top-2 ~36% of revenue) amplifies a demand-digestion downside
- Overseas-fab margin dilution (2–4pts/yr gross-margin drag) during the Arizona/Japan/Germany build-out
- No design IP of its own — pure manufacturing leverage means it rides, not steers, end-product demand
- Cyclical history (revenue fell ~9% in 2023) against a stock now priced for sustained 30%+ growth
Bottlenecks
- Advanced-packaging (CoWoS) capacity — the literal gating constraint on how many AI GPUs ship; TSMC is roughly doubling it but it stays tight
- Leading-edge wafer capacity — N2 sold out into ~2028; demand exceeds supply, capping near-term volume growth to the ramp pace
- EUV / High-NA lithography tool supply from ASML — single-source equipment paces every node build
- Skilled-engineer and fab-construction throughput, especially staffing the higher-cost overseas (Arizona/Japan/Germany) fabs
- Taiwan power and water supply for the energy-intensive leading-edge fabs
Top signals & trends
Top signals
The clearest evidence of the structural pricing runway; watch for any softening in lead times or wafer-price commentary.
TSMC reports monthly sales; HPC at 61% and climbing confirms AI demand — a stall would be the first crack.
Packaging is the gating bottleneck; capacity-add cadence directly sets AI-GPU shipment ceiling.
Watch overseas-fab dilution (2–4pts/yr drag) against mix/pricing tailwinds — the net is the margin story.
TSMC is a derivative of AI capex; a cut to hyperscaler capex guides is the leading bear indicator.
Competitor yield convergence (or US-policy steering volume to Intel) is the slow-moving threat to share/pricing.
Trends
The dominant demand driver — HPC now 61% of revenue; AI-accelerator revenue guided >50%/yr through 2029.
Every custom AI chip is fabbed at TSMC, broadening the AI book beyond merchant GPUs.
Drives Arizona/Japan/Germany demand and subsidies but dilutes margin and is partly politically rather than ROI-driven.
Shifts value to advanced packaging (CoWoS/SoIC) where TSMC leads — a new high-margin vector.
Caps China-facing demand and adds compliance/routing complexity; a structural overhang.
Each node costs more to build and run; sustains the capital-intensity pressure on FCF.
Ecosystem & competitor graph
Suppliers feed the company; customers pull from it. Line thickness shows the strength of each tie (supply-chain dependency, customer earnings contribution). Hover to isolate a tie.
Sole EUV / High-NA lithography supplier — the single most critical and irreplaceable input to every leading-edge node.
Deposition/etch/CMP process equipment — core front-end toolset for fab build-out.
Etch and deposition equipment, critical for 3D/GAA transistor structures at N2/A16.
Process control / inspection / metrology — gates yield ramp on new nodes.
Japanese silicon-wafer suppliers; raw-wafer concentration point.
Photoresist (JSR) and process equipment (TEL) — Japanese materials/tool dependencies.
Largest customer (~19% of FY25 revenue) — all data-center GPUs (Blackwell/Rubin) plus CoWoS packaging; the AI demand engine.
~17% of FY25 revenue — lead customer on each newest node (A-/M-series); the volume anchor for N3/N2.
MI-series AI accelerators + EPYC/Ryzen on N3/N2 — second-largest AI-GPU customer.
Hyperscaler custom-silicon (Google TPU, Meta) ASICs + networking — a major and fast-growing AI book.
Flagship smartphone SoCs on N3/N2 — the smartphone pillar (MediaTek is TW-listed).
Amazon, Microsoft, Meta) Custom AI silicon — TPU (Google), Trainium/Inferentia (Amazon), Maia (Microsoft), MTIA (Meta) — all fabbed at TSMC.
The only other ≤3nm foundry; SF2 2nm in production but yield (~40%) trails TSMC (~65%). ~7-8% leading-edge share. Vertically integrated (memory + own designs).
18A in HVM (~55% yield) and 14A coming; US-subsidized and politically favored, but unproven as an external foundry at scale. The long-run wildcard.
Trailing-edge/specialty only (no leading edge); competes for mature-node and US-onshore work, not AI accelerators.
China's largest foundry (HK/Shanghai-listed; not a US-recommendable name). Constrained to ~7nm by export controls; a domestic-China alternative, not a leading-edge rival.
Japan state-backed 2nm startup targeting 2027 HVM; aspirational, years from competitive yield/scale.
Taiwanese mature-node foundry; competes on 28nm+ specialty, no overlap with TSMC's leading-edge AI franchise.