Stocks/TSM

TSM

Taiwan Semiconductor Manufacturing Company Limited
Technology·Semiconductors
$418.45
$2.2T market cap
Claude Rating
6/10SLIGHT BUY
Revenue
$4113.8B
Free Cash Flow
$1094.5B
Rev Growth
+35.1%
FCF Margin
26.6%
P/FCF
62.3x
EV/FCF
60.2x
Fwd EV/EBITDA
18.1x
Fair Value
$385.00
Upside
-8.0%

Taiwan Semiconductor Manufacturing Company Limited, together with its subsidiaries, manufactures, packages, tests, and sells integrated circuits and other semiconductor devices in Taiwan, China, Europe, the Middle East, Africa, Japan, the United States, and internationally. It provides a range of wafer fabrication processes, including processes to manufacture complementary metal- oxide-semiconductor (CMOS) logic, mixed-signal, radio frequency, embedded memory, bipolar CMOS mixed-signal, and othe

2-Year Price History

$404.52+173.4%
$150$200$250$300$350$400volMay 24Sep 24Jan 25May 25Sep 25Jan 26May 26

Quarterly Financials & Projections

Quarterly Waterfall (TWD M)
PeriodRevEBITDAOpInNIOCFFCFCapExCashDebtSharesROICIntCovEV/EBITDA
Est2028-Q11,510,0001,072,100--732,350--453,000-453,0006,639,600----------
Est2027-Q41,550,0001,123,750--775,000--511,500-441,7506,186,600----------
Est2027-Q31,480,0001,065,600--732,600--414,400-429,2005,675,100----------
Est2027-Q21,415,0001,011,725--693,350--424,500-417,4255,260,700----------
Est2027-Q11,320,000930,600--633,600--422,400-396,0004,836,200----------
Est2026-Q41,350,000938,250--627,750--405,000-445,5004,413,800----------
Est2026-Q31,295,000906,500--608,650--284,900-414,4004,008,800----------
Est2026-Q21,218,000864,780--590,730--341,040-383,6703,723,900----------
Act2026-Q11,134,103822,739657,289572,480731,499377,120-354,3883,382,8601,094,1305,18643.9%--16.9x
Act2025-Q41,055,977760,109569,125510,524741,728388,182-353,5553,059,951990,3575,18643.7%--15.5x
Act2025-Q3989,918688,156500,685452,302426,829135,345-287,4522,751,036949,2075,18642.6%6962.1x12.8x
Act2025-Q2933,792856,233463,423398,273497,064193,818-299,5632,683,632915,0355,18640.9%232.0x9.9x
Act2025-Q1839,254591,629407,081361,564625,570292,070-330,8302,762,5691,016,1065,18636.2%221.0x14.0x
Act2024-Q4868,461596,091425,713359,792620,205252,317-361,9492,485,1471,047,0425,18638.8%236.2x12.9x
Act2024-Q3759,692555,051360,766325,258391,992181,459-207,9042,162,8291,023,7595,18637.4%210.6x14.4x
Act2024-Q2673,510474,115286,556247,846377,668169,361-205,6752,084,2591,025,6415,18629.8%179.7x12.9x
Act2024-Q1592,644428,265249,018225,485436,311252,313-181,3051,955,3671,006,5285,18628.5%158.7x9.9x
Act2023-Q4625,529410,853260,205238,712404,331276,659-124,7591,714,803956,2585,18632.8%140.8x9.0x
Act2023-Q3546,733392,333228,065211,000294,64563,731-227,8071,578,075974,3285,18629.7%126.1x10.5x
Act2023-Q2480,841341,620201,958181,799167,248-86,287-250,5341,514,650945,1825,18627.2%113.7x9.3x
Act2023-Q1508,633357,561231,238206,987385,24579,480-302,8051,614,331892,8105,18633.1%120.7x7.0x
Act2022-Q4625,532445,468325,041272,297486,880146,750-336,8001,586,500888,1745,18648.1%133.6x6.7x
Act2022-Q3613,143425,407310,324280,866412,698141,698-267,6361,518,936899,0515,18653.6%126.2x--
Act2022-Q2534,141382,127262,124237,027338,849115,004-220,9451,450,241895,3045,18651.3%131.6x--
Act2022-Q1491,076340,075223,790202,733372,170107,315-262,7181,297,254798,3555,18651.6%158.9x--

AI Analysis

LLM Evaluations

Claude6/10SLIGHT BUYFV: $385.00

TSMC is the world's most important semiconductor company with an unassailable technology moat in leading-edge foundry manufacturing. The AI supercycle is driving 30%+ revenue growth in 2026 with exceptional ROIC above 40%. However, at 54x trailing FCF and requiring ~23% revenue CAGR for a decade to justify a 10% annual return, the stock prices in near-flawless execution across an unprecedented global expansion. Margin dilution from overseas fabs (3-4% long-term), massive capex absorbing FCF, and geopolitical tail risk around Taiwan create a risk/reward that is balanced rather than compelling at current levels. The business is exceptional but the valuation leaves limited margin of safety for any cyclical slowdown or geopolitical shock.

Catalyst Continued AI capex acceleration from hyperscalers, successful 2nm volume ramp exceeding expectations, potential for pricing power to offset overseas fab costs, and any geopolitical de-escalation regarding Taiwan.
Risk Geopolitical escalation involving Taiwan remains the single biggest existential risk, capable of destroying 80%+ of market value overnight despite having near-zero probability in any given quarter. The more probable risk is an AI capex spending pause or cyclical correction that exposes the gap between the stock's growth-priced valuation and reality.
Trend
IMPROVING
Mgmt
10/10
Quarter
8/10
Exp. Move
+4.0%

Latest Earnings Call

Transcript Summary

TSMC delivered a powerhouse performance in Q1 2026, reporting revenue of USD 35.9 billion and a 66.2% gross margin. Buoyed by 'extremely robust' demand for AI and HPC, management raised the full-year revenue growth guidance to above 30% and set capital expenditures at the high end of the USD 52-56 billion range. CEO C.C. Wei attributed this growth to the rise of 'agentic AI,' which requires significantly more computation than previous generative models. To address capacity constraints, TSMC is accelerating global expansion for its 3nm and 2nm nodes across Taiwan, Arizona, and Japan. While the 3nm node will achieve corporate average margins in H2 2026, the initial ramp of 2nm and overseas operations will create temporary margin dilution. The company also announced that its A14 (1.4nm) node is on track for 2028. Despite geopolitical risks and higher costs associated with overseas fabs, TSMC remains confident in its technological leadership. The company emphasized its role as a strategic partner to its customers, focusing on manufacturing excellence and advanced packaging innovations to maintain its dominant market position.

Valuation & Metrics

Market Stats

Price$418.45
Market Cap$2.2T
Enterprise Value$65.9T
P/S Ratio16.6x
P/FCF62.3x
EV/FCF60.2x
FCF Margin (TTM)26.6%
FCF Yield1.6%
Dividend Yield (TTM)--
Annual Dilution0.0%
CurrencyUSD

TTM Financial Snapshot

Revenue$4113.8B
Net Income$1933.6B
Free Cash Flow$1094.5B

Revenue Growth (YoY)+35.1%
EBITDA Margin76.0%
Net Margin47.0%
FCF Margin26.6%
CapEx % of Revenue31.5%
SBC % of Revenue0.0%
ROIC42.8%
WC Change % Rev-7.6%
Interest Coverage825.1x

DCF Fair Value Estimate

$296.52
-29.1% upside
Fair Enterprise Value$46.0T
− Net Debt$-2.3T
= Fair Equity$48.3T
Revenue Growth14.9% → 8.0%
FCF Margin26.6% → 30.0%
Discount Rate12.0%
Terminal EV/FCF22.0x

Forward Outlook & Risk

Short Interest

Short % of Float0.6%
Short Shares26.7M
Days to Cover1.7
Change (vs Prior)+4.2%
Short % Float History
0.60%-0.10pp
0.4%0.5%0.5%0.6%0.6%0.7%0.7%04-3007-1509-1511-1401-1504-30

Options

Call IV (ATM)44%
Put IV (ATM)44%
ATM Spread0.42%
Call $OI (near money)$657.2M
Put $OI (near money)$410.6M
ATM ExpiryJuly 17, 2026 (56D)
ATM Strike$400.0
Major Expirations8
Near-money chain · July 17, 2026
StrikeCall Bid/AskCall OIPut Bid/AskPut OI
$370.00$46.35/$49.151,628$12.10/$12.901,827
$380.00$40.70/$43.252,527$15.45/$16.302,695
$390.00$35.45/$36.951,900$19.40/$20.003,113
$400.00$30.10/$31.809,589$23.75/$25.053,905
$410.00$25.30/$26.952,862$29.05/$31.201,275
$420.00$21.15/$22.003,366$34.85/$37.00702
$430.00$17.75/$19.401,978$40.60/$43.95663
$440.00$14.70/$15.752,000$47.45/$50.90109
Snapshot: 2026-05-22

Forward Projections & Estimates

NTM Revenue Growth+26.0%
Forward FCF Margin28.0%
Forward EBITDA Margin70.2%
Forward P/FCF46.9x
Forward EV/FCF45.4x
Forward Int. Coverage--
Model Risk Score4/10
Bankruptcy Odds0%
Est. Borrow Rate3.5%
Terminal EV/FCF22.0x
LT Growth8.0%
LT FCF Margin30.0%

Employees

Headcount65,152
Revenue / Employee$63,141,417
Gross Profit / Employee$39,067,963
2022: 73,090 → 2023: 76,478 → 2024: 83,825 → 2025: 0

Institutional Ownership

Headline & net flow

BALANCED

In Q1 2026 so far (quarter still filing), institutions are roughly balanced — bought 0.9% of float, sold 1.1%.

Net flow · Q1 2026still filing
-0.2% of float (net)
Bought 0.9% · Sold 1.1%
3,313 filers reported (last quarter: 3,234)

Ownership composition

Active
11.7%(+5.6% YoY)
3,189 filers
hedge / family / endowment
Retail funds
Fidelity, Schwab, 401(k)
Passive
0.5%(+0.3% YoY)
7 filers
Vanguard, iShares, SPDR
Market makers
0.1%(+0.0% YoY)
16 filers
Citadel, Susquehanna
Insiders
32.9%
Form 4 — latest per insider
0%25%50%75%100%2022-062023-032023-122024-092025-062026-03
ActiveRetail fundsPassiveMarket makersRetail direct

Top holders

Fund$ valueCost basisΔ QoQΔ YoYα lifeFund AUM
FMR LLC$20.41B$155.69−$250M+$2.84B+0.3%$1.89T
Capital World Investors$11.11B$160.78+$1.85B+$719M+0.2%$732.46B
Sanders Capital, LLC$9.48B$93.69−$1.32B−$4.55B+0.3%$83.88B
JPMORGAN CHASE & CO$7.59B$115.87−$405M−$1.13B-0.2%$1.47T
VAN ECK ASSOCIATES CORP$6.51B$152.92+$607M+$622M+0.7%$133.17B
Fisher Asset Management, LLC$6.29B$123.13+$159M+$207M+0.0%$294.89B
BlackRock, Inc.Passive$6.16B$199.97+$589M+$1.24B-0.2%$5.69T
MORGAN STANLEY$4.99B$117.01+$424M−$1.44B-0.3%$1.65T
BANK OF AMERICA CORP /DE/$4.77B$171.31−$607M−$197M-0.1%$1.36T
JENNISON ASSOCIATES LLC$4.06B$182.42−$464M+$849M+2.6%$145.31B
Capital International Investors$3.79B$160.62−$4.85B−$4.41B+0.4%$424.78B
UBS Group AG$3.72B$171.44+$1.26B+$909M-0.3%$562.11B
MASSACHUSETTS FINANCIAL SERVICES CO /MA/$3.40B$122.68−$159M−$2.15B-0.5%$297.48B
Capital Research Global Investors$3.37B$290.28+$2.29B+$2.71B+0.4%$644.55B
GOLDMAN SACHS GROUP INC$3.18B$149.46+$314M−$1.34B-0.2%$760.93B
COATUE MANAGEMENT LLC$3.14B$136.76+$221M+$447M-0.5%$29.06B
Bank of New York Mellon Corp$3.11B$97.79−$809M−$2.84B+0.5%$543.21B
WCM INVESTMENT MANAGEMENT/CA$2.95B$172.63−$166M−$129M-0.4%$43.79B
PRICE T ROWE ASSOCIATES INC /MD/$2.76B$178.41−$247M−$1.42B-0.3%$864.93B
JANUS HENDERSON GROUP PLC$2.65B$182.55−$126M+$283M+1.5%$209.29B
Cost basis is a volume-weighted estimate from accumulation periods within our 13F history; holders who built their position before our window started will show a stale basis. % above the cost basis is the unrealized gain at the current price.

Trading behavior

Smart-money alpha (lifetime, %/qtr)NEUTRAL
Holders
+0.17%
avg per quarter
Holders (ex-self)
+0.07%
excl. this stock
Buyers (this Q)
+0.24%
1,550 buyers · $32.44B in
Sellers (this Q)
+0.25%
1,285 sellers · $11.20B out
alpha coverage: 100% of $ has a lifetime-alpha record
Holder behavior on this stocksource: stock
On big dips (−10%+)
-10.1%
how holders react when this stock falls
On quiet Qs
-7.3%
−10% to +10% baseline
On rallies (+10%+)
-23.0%
how they react when this stock rises
Holders' portfolio flow this Q
+2.0%
inflows — adds are organic
Sellers' portfolio flow this Q
+3.7%
Sellers grew AUM elsewhere — opinionated cut of this stock.
▸ Compare to holder-profile behavior (across all their stocks)
Holder dip (any stock)
-4.8%
Holder mid (any stock)
-2.7%
Holder rally (any stock)
-2.4%

Top Holders Over Time

5-year share-count history (top 10 holders by peak, incl. exited) + price

074.1M148.1M222.2M296.3M$66$134$202$270$3382021-062022-062023-062024-062025-062026-03
hover the chart for per-quarter detailprice (right axis)
FMR LLC60.4MCapital World Investors32.9MSanders Capital, LLC28.1MCapital International Investors11.3MJPMORGAN CHASE & CO24.0MVAN ECK ASSOCIATES CORP19.3MFisher Asset Management, LLC18.6MMORGAN STANLEY14.8MBANK OF AMERICA CORP /DE/14.1MMASSACHUSETTS FINANCIAL SERVICES CO /MA/9.7M

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Analyst Coverage

Analyst Coverage
Price Targets
Last Quarter (1 analysts)$480.001470.0%
Last Year (11 analysts)$377.73-970.0%
Current Price$418.45

Corporate

Insider Trading (last 12mo)

Open-market only (Form 4 P-Purchase + S-Sale). Excludes grants, option exercises, tax withholding, gifts.
Officers & directors
Buys ($, 12mo)
$1.09M
64 txns · 29 insiders · 13,555 sh
Sells ($, 12mo)
$13.97M
1 txn · 1 insider · 200,000 sh
Recent transactions
DateSideInsiderTitleSharesPriceDollarsOwned $
2026-05-20BUYTien Bor-Zenofficer: VP7$400.00$3K$43K
2026-05-19BUYTien Bor-Zenofficer: VP2,010$71.51$144K$790K
2026-05-19SELLChuang Tzu-Souofficer: VP200,000$69.83$13.97M$174.24M
2026-05-08BUYLee Chun-Hsienofficer: VP53$71.82$4K$419K
2026-05-08BUYZhang Kevin Xiaoqiangofficer: SVP and Deputy Co-COO66$71.82$5K$510K
2026-05-08BUYYuan Lipenofficer: VP44$71.82$3K$82K
2026-05-08BUYYoo Chue-Sanofficer: VP55$71.82$4K$466K
2026-05-08BUYYeap Choh Feiofficer: SVP59$71.82$4K$454K
2026-05-08BUYWu Shien-Yangofficer: SVP60$71.82$4K$477K
2026-05-08BUYWei Che-Chiadirector, officer: Chairman and CEO160$71.82$11K$1.26M
2026-05-08BUYWang Ying-Langofficer: SVP57$71.82$4K$451K
2026-05-08BUYMii Yuh-Jierofficer: EVP and Co-COO75$71.82$5K$566K
2026-05-08BUYLu Lee-Chungofficer: VP54$71.82$4K$451K
2026-05-08BUYLin Shyue-Shyhofficer: VP48$71.82$3K$11K
2026-05-08BUYLin Chris Horng-Darofficer: VP and CIO49$71.82$4K$416K
2026-05-08BUYLiaw Yung-Hawofficer: VP53$71.82$4K$441K
2026-05-08BUYTien Bor-Zenofficer: VP51$71.82$4K$10K
2026-05-08BUYJang Syun-Mingofficer: VP52$71.82$4K$413K
2026-05-08BUYHwang Yuan-Koofficer: VP42$71.82$3K$10K
2026-05-08BUYHuang Jen-Chauofficer: SVP and CFO30$71.82$2K$249K

Order Flow (FINRA, ~3w lag)

27.3%retail-1.5pp
21.6%dark+1.3pp
week of 2026-04-13
15%20%25%30%35%24-1125-0225-0525-0825-1126-0226-04retail (non-ATS)dark (ATS)
Off-exchange volume from FINRA. Retail = non-ATS (wholesaler PFOF + broker internalization). Dark = ATS (dark-pool crossing networks, institutional). Lit-exchange = remainder.

Dividends

TTM Dividend/Share$3.80
Dividend Yield0.9%

Filing Risk Analysis

Filing Risk Scores

TSM: High-Capitalization Foundry with Transparent Fortress Accounting

Overall Risk
2/10
Fraud
1/10
Dilution
2/10
Insolvency
1/10
Earnings Overstated
3/10
Hidden Liabilities
2/10
Legal
2/10
Audit Warnings
1/10
Hidden Upside
4/10
Contextually Acceptable
10/10

Counter-Thesis

Counter-Thesis & Recent News

📰 Recent News

TSM shares experienced a sharp 5.5% decline in early March 2026, driven by geopolitical 'risk-off' sentiment and institutional repositioning. Most critically, as of January 31, 2025, TSM implemented strict new shipment restrictions on Chinese IC design firms for 16/14nm and below processes, requiring US-certified third-party packaging. The company is also currently phasing out Chinese-made equipment from its advanced 2nm plants to safeguard eligibility for US subsidies under the proposed EQUIP Act (Business Standard, February 2025; MEXC News, March 2026).

🐻 Bear Case

The bear case centers on inevitable margin dilution and 'peaking' profitability. Overseas expansion in Arizona is proving a heavy burden, with chips costing 5-20% more to produce than in Taiwan, leading to an expected 2-3% gross margin dilution starting in 2025. Additionally, TSM's 'monopoly' is showing cracks; severe capacity bottlenecks in advanced packaging (CoWoS) are forcing top-tier customers to diversify orders to rivals to mitigate supply chain risk (Seeking Alpha, April 2026; TrendForce, September 2025).

🚩 Red Flags

Significant institutional selling has emerged, with FMR LLC and Goldman Sachs notably reducing their TSM exposure in Q4 2025. Technical indicators, such as the TD Combo model, have flagged long-term uptrend exhaustion. Furthermore, the company faces growing regulatory pressure to maintain a 'two-generation' technology gap between its domestic Taiwan fabs and its US facilities, potentially stalling its competitive edge in North America (MarketBeat, April 2026; TechPowerUp, December 2025).

⚔️ Competitive Threats

Samsung is aggressively undercutting TSM on price, offering 2nm wafers at approximately $20,000—roughly 30% lower than TSM’s projected $30,000 rate. Meanwhile, Intel is challenging TSM’s technical lead by being the first to utilize High-NA EUV for mass production and successfully launching its 18A (2nm-class) process. These rivals are positioning themselves as 'foundry diversity' alternatives for hyperscalers wary of TSM’s geographical concentration (Economy.ac, October 2025; FinancialContent, January 2026).

💬 Customer Sentiment

Major clients like Apple, NVIDIA, and AMD are expressing unease over TSM’s aggressive pricing strategy, which includes a projected 50% price jump for 2nm wafers compared to the previous generation. Sentiment is further strained by TSM’s 5-10% across-the-board price hikes planned for 2026 to offset its rising overseas operational costs, leading to fears that these expenses will be difficult to pass on to end consumers (GuruFocus, October 2024; TrendForce, September 2025).

Full Earnings Call Transcript

Full Earnings Call Transcript — Q1 • 2026-04-16

Jeff Su: Good afternoon, everyone, and welcome to TSMC's First Quarter 2026 Earnings Conference Call. This is Jeff Su, TSMC's Director of Investor Relations and your host for today. TSMC is hosting our earnings conference call via live audio webcast through the company's website at www.tsmc.com, where you can also download the earnings release materials. [Operator Instructions]. The format for today's event will be as follows: First, TSMC's Senior Vice President and CFO, Mr. Wendell Huang, will summarize our operations in the first quarter 2026, followed by our guidance for the second quarter 2026. Afterwards, Mr. Huang and TSMC's Chairman and CEO, Dr. C.C. Wei, will jointly provide the company's key messages. Then we will open the line for the Q&A session. As usual, I would like to remind everybody that today's discussions may contain forward-looking statements that are subject to significant risks and uncertainties, which could cause actual results to differ materially from those contained in the forward-looking statements. So please refer to the safe harbor notice that appears in our press release. And now I would like to turn the call over to TSMC's CFO, Mr. Wendell Huang, for the summary of operations and the current quarter guidance.
Jen-Chau Huang: Thank you, Jeff. Good afternoon, everyone. Thank you for joining us today. My presentation will start with financial highlights for the first quarter 2026. After that, I will provide the guidance for the second quarter 2026. First quarter revenue increased 8.4% sequentially in NT supported by strong demand for our leading-edge process technologies. In U.S. dollar terms, revenue increased 6.4% sequentially to USD 35.9 billion, slightly ahead of our first quarter guidance. Gross margin increased 3.9 percentage points sequentially to 66.2%, primarily due to cost improvement efforts, a high capacity utilization rate and a more favorable foreign exchange rate. Operating margin improved 4.1 percentage points sequentially to 58.1% due to operating leverage. Overall, our first quarter EPS was TWD 22.08 and ROE was 40.5%. Now let's move on to revenue by technology. 3-nanometer process technology contributed 25% of wafer revenue in the first quarter, while 5-nanometer and 7-nanometer accounted for 36% and 13%, respectively. Advanced technologies, defined as 7-nanometer and below, accounted for 74% of wafer revenue. Moving on to revenue contribution by platform. HPC increased 20% quarter-over-quarter to account for 61% of our first quarter revenue. Smartphone decreased 11% to account for 26%. IoT increased 12% to account for 6%. Automotive decreased 7% and accounted for 4%, and DCE increased 28% to account for 1%. Moving on to the balance sheet. We ended the first quarter with cash and marketable securities of TWD 3.4 trillion or USD 106 billion. On the liability side, current liabilities increased by TWD 256 billion quarter-over-quarter, mainly due to the increase of TWD 129 billion in accrued liabilities and others and the increase of TWD 82 billion in accounts payable. On financial ratios, accounts receivable turnover days was flat at 26 days. Days of inventory increased 6 days to 80 days, reflecting the ramp-up of our 2-nanometer technology and strong demand for our 3-nanometer technology. Regarding cash flow and CapEx. During the first quarter, we generated about TWD 699 billion in cash from operations, spent TWD 351 billion in CapEx and distributed TWD 130 billion for second quarter 2025 cash dividend. Overall, our cash balance increased TWD 268 billion to TWD 3 trillion at the end of the quarter. In U.S. dollar terms, our first quarter capital expenditures totaled USD 11.1 billion. I have finished my financial summary. Now let's turn to our current quarter guidance. Based on the current business outlook, we expect our second quarter revenue to be between USD 39.0 billion and USD 40.2 billion, which represents a 10% sequential increase or a 32% year-over-year increase at the midpoint. Based on the exchange rate assumption of USD 1 to TWD 31.7, gross margin is expected to be between 65.5% and 67.5%, operating margin between 56.5% and 58.5% Also, in the second quarter, we will need to accrue the tax on the undistributed retained earnings. As a result, our second quarter tax rate will be around 20%. We continue to expect the full year tax rate to be between 17% and 18%. This concludes my financial presentation. Now let me turn to our key messages. I will start by talking about our first quarter 2026 and second quarter 2026 profitability. Compared to fourth quarter, our first quarter gross margin increased by 390 basis points sequentially to 66.2%, primarily due to cost improvement efforts, a higher overall capacity utilization rate and a more favorable foreign exchange rate. Compared to our first quarter guidance, our actual gross margin exceeded the high end of the range provided 3 months ago by 120 basis points, mainly due to a higher-than-expected overall capacity utilization rate and better cost improvement efforts. We have just guided our second quarter gross margin to increase by 30 basis points to 66.5% at the midpoint, primarily driven by a higher overall utilization rate and continued cost improvement efforts, including productivity gains, partially offset by dilution from our overseas fab. Looking ahead to the second half of the year, given the 6 factors that determine our profitability, there are a few puts and takes I would like to share. As we have said before, the initial ramp-up of our 2-nanometer technology will start to dilute our gross margin in the second half of this year, and we expect between 2% and 3% dilution for the full year of 2026. Furthermore, as the scale of our overseas expansion grows, we continue to forecast the gross margin dilution from the ramp-up of overseas fabs in the next several years to be 2% to 3% in the early stages and widen to 3% to 4% in the latter stages. In addition, given the recent situation in the Middle East, prices for certain chemicals and gases are likely to increase. Based on our current assessment, there may be impact to our profitability, but it is too early to quantify the impact. On the other hand, we will continue to leverage our manufacturing excellence to generate more wafer output and drive greater cross node capacity optimization in our fab operations to support our profitability. Also, N3 gross margin is expected to cross over to the corporate average in second half 2026. Finally, we have no control over the foreign exchange rate, but that may be another factor. Next, let me talk about the materials and energy supply update given the recent situation in the Middle East. TSMC operates a well-established enterprise risk management system to identify and assess all relevant risks and proactively implement risk mitigation strategies. In terms of material supply, TSMC's strategy is to continuously develop multi-source supply solutions to build a well-diversified global supplier base and to improve the local supply chain. For specialty chemicals and gases, including helium and hydrogen, we source from multiple suppliers in different regions, and we have prepared safety stock inventory on hand. We are also working closely with our suppliers to further strengthen the resiliency and sustainability of our supply chain. Thus, we do not expect any near-term impact on our operations for material supply. In terms of energy, TSMC worked closely with Taipower and the Taiwan government to ensure a stable and sufficient energy supply. With the recent situation in the Middle East, the Taiwan government has announced it has secured sufficient LNG supply through at least May. The government has also said it is actively working on securing further LNG supply, diversifying sourcing to other regions and other power backup plants. Therefore, we do not expect any near-term disruption or impact to our operations. Finally, let me talk about our 2026 capital budget. At TSMC, higher level of capital expenditures is always correlated with higher growth opportunities in the following years. With our strong technology leadership and differentiation, we are well positioned to capture the multiyear structure demand from the industry megatrends of 5G, AI and HPC. We now expect our 2026 capital budget to be towards the high end of our range of between USD 52 billion and USD 56 billion as we continue to invest heavily to support our customers' growth. Even as we invest for the future growth with this level of CapEx spending in 2026, we remain committed to delivering profitable growth to our shareholders. We also remain committed to a sustainable and steadily increasing cash dividend per share on both annual and quarterly basis. Now let me turn the microphone over to C.C.
C.C. Wei: Thank you, Wendell. Good afternoon, everyone. First, let me start with our near-term demand outlook. We concluded our first quarter with revenue of USD 35.9 billion, slightly above our guidance in U.S. dollar terms, driven by strong demand for our leading -edge process technologies. Moving into second quarter 2026, we expect our business to be supported by continued strong demand for our leading-edge process technologies. Looking ahead, we are very mindful of the impact of rising component prices, especially in consumer and price-sensitive end market segment. In addition, the recent situation in the Middle East also brings further macroeconomic uncertainties. As such, we are being prudent in our business planning while focusing on the fundamentals of our business to further strengthen our competitive position. Having said that, AI-related demand continues to be extremely robust. The shift from generative AI and the query mode to agentic AI and command and action mode is leading to another step-up in the amount of tokens being consumed. This is driving the need for more and more computation, which supports the robust demand for leading-edge silicon. Our customers and customers' customers, who are mainly the cloud service providers, continue to provide us with their very strong signal and positive outlook. Thus, our conviction in the multiyear AI megatrend remains high, and we believe the demand for semiconductors will continue to be very fundamental. Supported by our robust technology differentiation and broad customer base, we maintain strong confidence for our full year 2026 revenue to now grow by above 30% in U.S. dollar terms. Next, let me talk about our N2 capacity expansion plan. Our practice is to prioritize the land in Taiwan to support the fast ramp of our newest node due to the need for tight integration with R&D operations. Today, our new node, N2, has already entered high-volume manufacturing in the fourth quarter of 2025 with good yield. N2 is ramping successfully in multi phases at both Hsinchu and Kaohsiung site, supported by strong demand from both smartphone and HPC AI applications. With our strategy of continuous enhancement such as N2P and A16, we expect our N2 family to be another large and long-lasting node for TSMC. Now let me talk about TSMC's global N3 capacity expansion plan. Historically, we do not add additional capacity to a node once it has reached its target capacity. However, as a foundry, our first responsibility is to provide our customers with the most advanced technologies and necessary capacity to unleash their innovations. Based on our assessment, to meet the strong demand in AI application, we are stepping up our CapEx investment to increase our N3 capacity. Thus, we are now executing a global capacity plan to support the robust multiyear pipeline of demand for 3-nanometer technologies, which are used by smartphone, HPC AI, including HBM-based dies, automotive and IoT customers. In Taiwan, we are adding a new 3-nanometer fab to our GIGAFAB cluster in Tainan Science Park. Volume production is scheduled for the first half of 2027. In Arizona, our second fab will also utilize 3-nanometer technologies. Construction is already complete and volume production will begin in the second half of 2027. In Japan, we now plan to utilize 3-nanometer technology in our second fab and volume production is scheduled in 2028. In addition to all the new fabs, we continue to convert 5-nanometer tool to support 3-nanometer capacity in Taiwan. We are also leveraging our manufacturing excellence to drive greater productivity across our fab in all locations to generate more wafer output. We are also focusing on capacity optimization across nodes, including flexible capacity support among N7, N5 and N3 nodes. Thus, we are using multiple levers to do everything we can, wherever we can, however we can to maximize the support to all our customers across all platforms. Also, let me emphasize that while the capacity is tight, we do not pick and choose or play favorites among our customers. Next, let me talk about our mature node strategy. TSMC's strategy in mature node has not changed. Our focus is to build high-yield capacity for specialized technologies rather than just normal capacity. For example, we are increasing our mature node capacity such as in JASM Fab 1 in Japan for CMOS image sensor application and ESMC in Germany for automotive and industrial applications. Meanwhile, we have a plan to wind down our Fab 2, which is 6-inch fab; and Fab 5, which is 8-inch fab; focus on gallium nitride and use available space to optimize the support for leading-edge applications. Even with our Fab 2 and Fab 5, we still have enough capacity to fully support our existing customers. In summary, our strategy will be to continue to optimize our capacity mix within mature nodes and focus on the higher value-added and strategic segment, while ensuring we have a necessary capacity to support our customers' growth. Finally, let me talk about our A14 status. Featuring our second-generation nanosheet transistor structure, A14 will deliver another full-node stride for N2 with performance and power benefit to address the sensible need for high-performance and energy-efficient computing. Compared with N2, A14 will provide 10 to 15 speed improvement at the same power or 25 to 30 power improvement at the same speed and close to 20% chip density gain. Our A14 technology development is on track and progressing well. We are observing a high level of customer interest and engagement from both smartphone and HPC applications. Volume production is scheduled for 2028. Our A14 technology and its derivative will further extend our technology leadership position and enable TSMC to capture the growth opportunities well into the future. This concludes our key message, and thank you for your attention.
Jeff Su: Thank you, C.C. This concludes our prepared statements. [Operator Instructions]. Now let's begin the Q&A session. Operator, can we proceed with the first participant on the line, please? Thank you.
Operator: First one to ask questions, Haas Liu from Bank of America.
Haas Liu: Congrats on the solid results and guidance. I would like to start with your 3-nanometer gross margin outlook. You just mentioned the node is going to cross the corporate average gross margin in second half this year, which is now at mid-60 percentage levels. And we understand the technology is in severe undersupply backed by strong AI demand, and you already forecasted the capacity expansion through conversion and greenfield through 2028. Would you be able to discuss more in detail on what kind of applications are driving such strong business for you and convince you to expand more? And the other thing on 3-nanometer as well is just, the node started to ramp from fourth quarter 2022, which means some of your equipment will be fully depreciated by 2027. Should we expect the node margins to be trending even higher with very solid utilization and also pricing trend?
Jeff Su: Okay. So the first question from Haas Liu of Bank of America, it's 2 parts on 3-nanometer. First, as C.C. described, we are executing a plan for expanding 3-nanometer capacity. So he wants to understand what are the applications to drive such a strong multiyear looking ahead pipeline of demand for 3-nanometer since it's already been around in volume production since late '22. That's the first part of his question.
C.C. Wei: Let me answer that. I think the application is simple. It's still the HPC AI applications. Does that answer your question?
Haas Liu: Okay. Yes. That is the first part. And the second part is...
Jeff Su: And the second part of this question is on the gross margin for 3-nanometer. His question is really, what is the gross margin outlook for 3-nanometer? Will it crossover in the second half of this year? To what level? And then once it becomes fully depreciated, what happens to the margin?
Jen-Chau Huang: Okay. This is Wendell. We expect the N3 gross margin to reach and cross the corporate gross margin level in the second half of this year. And we don't have a number to share with you, but after the full depreciation as our previous notes, the gross margins are generally very high.
Jeff Su: Okay. Haas, I'll take that as a 1.5 questions. So if you have a quick follow-up for your second question?
Haas Liu: Yes. And the other, I think, just a 0.5 follow-up is probably just on the CapEx. You revised up to the high end of your guidance for USD 52 billion to USD 56 billion for this year. Compared to 3 months ago, what gives you the incremental confidence when you discuss with your customers and also customers' customers regarding the demand outlook to support your stronger or the upper half of your guidance for the CapEx this year?
Jeff Su: Okay. Thank you, Haas. So his second question is he notes that indeed, we have this time guided to the high end of our CapEx range versus January. So what incrementally is driving this revision to the CapEx? What gives us the confidence to go to the high end of the USD 52 billion to USD 56 billion range?
C.C. Wei: Well, again, this is C.C. Wei. Let me answer this question. A very simple answer is, the demand are very robust, especially from the HPC and AI applications. And also, we try very hard to speed it up and pull in all the equipment as we can. Still, our supply is very tight. Demand is continuing to increase. And so we continue to work with our suppliers to speed it up. And that's why we are towards our high end of CapEx forecast.
Jeff Su: Okay, Haas, does that answer your question?
Haas Liu: Yes.
Operator: Next one to ask question, Gokul Hariharan, JPMorgan.
Gokul Hariharan: My first question on your comments on demand. Clearly, demand is even better than what you predicted back in January, C.C., and you also raised the CapEx. Now all your customers seem to be telling everybody they can tell that wafers still remain the biggest constraint. So given your expanded 3-nanometer capacity plan and faster CapEx, C.C., what is your expectation that how long this supply constraint is likely to last? Do you have any visibility of when you can kind of bring some kind of balance here based on what you hear from customers? And as a strategy, do you also plan to build out a more clean room space, because that seems to be a little bit of a constraint right now to bring on the capacity quickly. That's my first question.
Jeff Su: Okay. Gokul, please allow me to summarize your first question. So his question is directed for C.C. He notes that the demand seems to be even stronger than our forecast in January. We have also raised the CapEx, and customers continue to say they need more chip supply. So with our capacity plan, do we have a forecast or expectation of how long the constraint can last? And will we have a strategy to build up clean room space first? Is that correct, Gokul?
Gokul Hariharan: That's right. Yes.
C.C. Wei: Okay. Gokul, let me answer the question. Again, it's very simple, because demand continues to be robust and the number continues to be increased, and we double check with our customers, customers' customers, or those CSPs. They gave us a very positive outlook, right? And so we have to speed it up with our buildup of clean room and buying the tools. And so we are working with construction and we are working with our equipment suppliers. And so we want the pulling forward of our forecast schedule. That's a simple answer. Because of AI, it's so strong.
Gokul Hariharan: Any read, C.C., on when we can kind of meet this demand? Or do you think the next couple of years is still going to be very challenging to meet -- that supply is still going to be running below demand, let's say, into '27 also?
Jeff Su: So Gokul would like to know when the supply can meet the demand? Do we have a forecast or a time frame?
C.C. Wei: Gokul, you know we are -- it takes 2 to 3 years to build a new fab. And with the current schedule, we believe that '27, we will announce it anyway when we enter '27, but let me say that, it takes time to build a new fab, it takes time to ramp it up. And so we expect this to continue to be very tight. So that's why we just announced that we try to build 3 new N3 fab to meet the demand.
Gokul Hariharan: Okay. That's very clear. So '27 is also very tight. My second question on competition. So obviously, you have the traditional competitors, Samsung, Intel. But one of your customers, Elon Musk, also announced Terafab Initiative recently. What is TSMC's perspective on this initiative? They have also been a customer of yours, and they recently signed a deal with Samsung a few months back. So what is TSMC's response here now that they are also trying to kind of build chips on their own? How are you trying to win back this customer? Like, C.C., what is your perspective here?
Jeff Su: Okay. So Gokul's second question is on competition. He notes that we have competition and then recently, a competitor, or he notes that this Terafab. So he wants to know what is our perspective on this initiative. This customer has also been a customer of TSMC, but has also signed a deal with one of our other competitors, Samsung. So Gokul would also like to know what is our perspective on the Terafab? And what is our view on winning back this customer's business?
C.C. Wei: Well, Gokul, actually, both Intel and Tesla, they are TSMC's customers. But again, they are our competitors, and we view Intel as our formidable competitor and do not underestimate them. But having said that, there are no shortcuts. The fundamental rules of the foundry game never change. They need the technology leadership, manufacturing excellence and customer trust, and most of all, the service, which has been mentioned by Jensen; thank you for his wording. Again, let me say that it takes 2 to 3 years to build a new fab, no shortcuts. And it takes another 1 to 2 years to ramp it up. Again, that's the fundamental of foundry industry. And whether we try to win them back, actually, they are still our customer. And we are very confident in our technology position, and we work very hard to capture every piece of business possible. Gokul, did I answer your question?
Gokul Hariharan: Okay. That is very clear. So do you think your faster ramp-up of capacity can kind of win some of these customers back, because the reason seems to be mostly about capacity tightness rather than any other kind of big reasons, right? So is that your evaluation that this is probably the most important thing to win some of these customers back?
Jeff Su: Okay. So Gokul's final question is then in winning customers back, his concern is because our capacity is tight. Is that the reason we are losing customers? And so can we win customers back?
C.C. Wei: Well, again, let me emphasize, it takes 2 to 3 years to build a new fab. So in this time, we are also building a new fab to meet our customers' strong demand. No shortcuts. So anyway, the capacity is very tight, as I said, but we are working hard to make sure that we can meet customers' demand.
Operator: Next one, we have Charlie Chan from Morgan Stanley.
Charlie Chan: Congratulations for very, very strong results again. So I think I would also address the competition topic from a little bit different angle. So as you can see that those AI customers, they are developing a much larger reticle size chips, right? And some customers are considering to use eMIPs because it's a kind of substrate base, more suitable for circular larger size of chip design. So I'm not sure what's the TSMC's strategy to address this competition. And more strategically, is TSMC comfortable to open up your compute die to your competitors, for example, Intel to do the package? What's the kind of thought process behind?
Jeff Su: All right, Charlie, thank you. So Charlie's first question is also related to competition. He notes that AI customers are seeking for larger and larger reticle sizes. So he wants to know what is our assessment of the competitive threat from solutions such as like eMIP? And what's our strategy to address this competition? Will we be willing to open up our front-end wafer and let someone else do the packaging basically?
C.C. Wei: Well, Charlie, today, TSMC is supplying the largest reticle size packaging. And yes, we understand that our competitors also offer very attractive technology, but we welcome that so our customers can have more choices and then we can do more business with our customers. That's our attitude. But saying that, we don't leave any business on the table. We are working very hard to meet all our customers' demand. We also are developing very large reticle size packaging technologies. We are working with all the customers. And so far, so good.
Charlie Chan: C.C., I have a follow-up on this. When you mentioned about larger size packaging technology, are you referring to CoPoS or CoWoS-L 3.5D? Or do you think 3D stacking can resolve this kind of panel expansion problem?
Jeff Su: So Charlie is asking a follow-up. So he wants us to comment on, for larger reticle size, is it CoWoS-L, is it panel level? What exact detailed solutions are we doing?
C.C. Wei: Charlie, so far today, we have very large reticle sized CoWoS. Of course, we are also working on CoPoS. And together, we try to make sure that we give enough capacity to support our customer with a reasonable cost. So that's why we build a CoPoS pilot line right now and expect production a couple of years later. But today, the main approach or the main supplier is still a large-sized CoWoS. And together with System on Wafer technology, we think TSMC gives our customers the best options for their product in the market.
Charlie Chan: Got it. So yes, I would take, we don't need to worry too much about this [indiscernible] competition. So my second question is actually about your long-term CapEx plan. C.C., as you said that it takes 2 to 3 years to build a new fab. So you definitely have that visibility, right? So I remember back in 2021, management also provided 3-year CapEx guidance as USD 100 billion given very strong demand. I'm not sure if TSMC can provide a little bit longer-term CapEx guidance? Because as you said, right, the equipment supply is also pretty tight. Yesterday, ASML reported very, very strong results. So you said the EUV supply is an issue. And secondly, would the management provide kind of a long-term CapEx guidance to investors?
Jeff Su: All right, Charlie, that's a lot of questions. But the second one then on CapEx and building capacity. Again, Charlie notes C.C.'s comment, capacity is not born overnight, it takes time. So he would like to know, besides this year's CapEx, which we have already said at the high end, can we provide a guidance for the next 3 years CapEx like we did back in 2021 in terms of the dollar amount?
Jen-Chau Huang: Okay. Charlie, we don't have a number to share with you. But look at it this way. In the past 3 years, our total CapEx was USD 101 billion. This year, we're already saying CapEx is towards the high end, which is USD 56 billion, which is already over 50% of the past 3 years in total. So we have a strong conviction in the AI megatrend. So we expect the CapEx in the next few years, in the next 3 years, will be significantly higher than the past 3 years.
Jeff Su: And then the final part of Charlie's question, with such a long lead time, are we concerned about securing tools or bottlenecks and such?
C.C. Wei: Well, Charlie, in TSMC's culture, we're always working with our suppliers, because we view them as our partners. So we continue to work with them, especially for those ASML, Applied Materials, Lam Research, et cetera. So, so far, we are very happy with their supportive. That's all I can tell you.
Operator: Next one, we have Sunny Lin from UBS.
Sunny Lin: Congrats on the steady results. So my first question is, again, to follow up on CapEx. So if you look at from 2024 to 2026, so in this, call it, AI cycle, TSMC has been able to keep capital intensity at a healthy level of 30% plus, given very strong technology leadership and operating leverage. I understand the company doesn't really have a specific target on capital intensity. But for the coming few years, given the very strong revenue ramp of leading edge, how should we think about the revenue growth compared with CapEx growth? Should we think top line will remain steady and therefore, CapEx could grow in line or even below? What's the best way for us to think about it?
Jeff Su: Okay. Sunny, thank you for your question. So please allow me to summarize. Sunny's first question is on, well, I think CapEx and really capital intensity. She notes, in the past few years, we've been able to keep capital intensity around the 30-something percent level. She notes that we don't have a specific capital intensity target per se, but her specific question, looking ahead the next several years, how do we see revenue growth versus CapEx growth? Is it likely to be higher, flat, lower? And therefore, what type of intensity does that imply? Is that correct, Sunny?
Sunny Lin: Yes. Thank you very much, Jeff.
Jen-Chau Huang: Okay, Sunny. So in the past few years, as you correctly pointed out, the revenue growth outpaced the CapEx growth. That's because if we do our job right, then we will continue to see that happen in the next several years. The revenue growth outpaced the CapEx growth, okay? Now therefore, we do not expect, in the next several years, a sudden surge in capital intensity.
Sunny Lin: I see. Maybe a very quick follow-up. A lot of questions on competitions already. But also from a competition point of view, given a very tight supply at TSMC's side in recent years, would TSMC actually consider maybe spending CapEx a bit more, so that clients won't need to diversify given the tight supply?
Jeff Su: All right. So Sunny's 1.5 question is, in terms of the CapEx, will we consider accelerating or spending more given the competitive threat from the competitors? If there's not enough capacity, then our customers will go to competitors. That's your question, correct?
Sunny Lin: Yes. Thank you, Jeff.
C.C. Wei: Well, Sunny, we're repeatedly saying that we prepare the capacity to meet customers' demand, not because of our competitor or not because of other considerations. The most important one is our customers' demand and they work with TSMC and so we plan our capacity and so our capital expense. Sunny, did I answer your question?
Sunny Lin: Yes. Yes, very clear. So maybe my 0.5 question. And so if we look at this year, earlier, you just guided a bit higher than 30% growth for top line. But indeed, there's ongoing supply tightness. And so for 2026, how much upside could you realize for top line? And at this point, have you started to see some impact of consumer end demand and therefore, on your demand coming from smartphone and PC?
Jeff Su: Okay. So Sunny's second question is regarding 2026 full year outlook. She notes now that we have increased the guidance to above 30%, how much more upside can there be? Well, maybe the first part also, how do we see the impact from the memory price hike to the end market? And how do we see, with above 30%, is there more upside?
C.C. Wei: Well, Sunny, memory price hike definitely has some impact to price sensitive end market, especially in PC and smartphone market. We did see a little bit softer market. But to share with you, all the high-end smartphones continue to do better, and this is to TSMC's advantage. And as you're asking about how much higher than above 30% year-over-year growth, we will share with you in July, how about that, that we will have a more accurate or a more precise number to share with everybody.
Sunny Lin: No problem.
Operator: Next one, Jim Fontanelli at Arete.
Jim Fontanelli: So my first question is to do with demand. So you commented earlier in the call that demand continues to outstrip supply for leading edge capacity. And obviously, you just delivered a very strong print and guide for gross margins. So against this backdrop, has management's thinking changed about the sustainable margin structure and what appropriate longer-term returns might be for the business?
Jeff Su: Okay. So Jim's first question is asking on the margin structure. He notes, as we said that demand continues to be extremely robust and very strong. So how does this change? I think your question is our view on the long-term margin profile and the return profile. Is that correct?
Jim Fontanelli: That's correct.
Jen-Chau Huang: Okay, Jim. As we said in the last earnings calls, we've revised up our long-term margin target and ROE target. From 2024 to 2029, we're now saying the gross margins will be 56% and higher through the cycle, and we're looking at ROE of high 20% through the cycle. That's what we're currently looking at, and that's already higher than before.
Jim Fontanelli: And that thinking is not changing against the backdrop where other parts of the AI supply chain are clearly starting to print super normal returns? That doesn't impact how you think about margin structure for the next 2 or 3 years?
Jen-Chau Huang: Yes, Jim, the long-term planning is an ongoing and continuous process. So we do that all the time, and we will update you when there is a change.
Jim Fontanelli: Okay. And my second question is, it looks like the Arizona site is becoming more strategic in terms of leading edge commitment for TSMC, particularly with the recently added second parcel of land. Could you talk about how you see mid- to long-term capacity opportunity and also how confident you are that the U.S. fab economics will match Taiwanese produced wafers?
Jeff Su: Okay. So Jim's second question is on our Arizona fab expansion plans. He notes that it is becoming more and more strategic. We have recently, as we said, acquired a second large piece of land. So what is the plan or the purpose behind this? And then what is the profitability or margin outlook as well?
C.C. Wei: Well, Jim, let me answer the question. We acquired the second land because we need it. We want to build more fabs in Arizona. And this is actually to meet the multiyear demand from our leading edge U.S. customers. And again, let me emphasize again that we are working very hard to speed it up. We already gained a lot of experience in Arizona. And so now we are much more confident than last year that we can make it a good progress and moving aggressively forward. And we expect we can improve the cost structure, of course.
Operator: Next one, Bruce Lu from Goldman Sachs.
Zheng Lu: I think I want to follow up on Jim's question for the profitability. I think earlier last year, when I asked why TSMC did not raise the profitable target when TSMC continued to sell the value. I think C.C. told me that to focus on the above version of 53% and above. I think last quarter, we raised it to 56% and above. So the question is that do you believe the current profitability fully reflects TSMC's value? So I'm guessing C.C. might ask me to focus on the higher portion of the profitability target again. So the real question is that given the uniqueness of the dominant position for TSMC, it's not easy to find a perfect benchmark for TSMC's profitability. So can you tell us how we should think the profitability benchmark for TSMC? Or what is the best way to see TSMC value to be fully reflected into the gross margin and operating margins?
Jeff Su: Okay. Bruce's first question is, he wants to know what profitability benchmark he should be looking at, and whether we believe our current profitability level fully reflects TSMC's true value.
C.C. Wei: Well, Bruce, actually, you asked about our pricing strategy. Let me say that we always view our customers as our partners. Of course, we know our value; of course, we know our position, but we also view our partners as very important business partners, so that we don't change our pricing dramatically or something like that. We just try to make sure that our customers can be successful in their market. And at the same time, we grow together, and we also earn our value, so that we can continue to expand our capacity to support them. That fundamentally is, number one, our customer got to be successful. That's our consideration, number one, and we grow together. And again, there's a keyword please pay attention to. Customer is our partner.
Zheng Lu: Okay. So if your customers continue to be successful, maybe in a couple of quarters, we can see the higher profitability target again.
Jeff Su: Bruce, what's your second question?
Zheng Lu: Okay. My second question is that management has been guiding that AI accelerator revenue to grow about like mid- to high 50s CAGR in (sic) between 2024 and '29. So how does TSMC plan and forecast AI-related demand? I mean, does TSMC incorporate metrics such as total consumption growth in your assumption? Because the recent consumption in the first quarter is definitely accelerated and faster than earlier expectation. Do we see the changes for the AI accelerated revenue growth in the coming years?
Jeff Su: Okay. So Bruce's second question is on our AI accelerator long-term CAGR guidance, which, yes, we have guided mid- to high 50s. He notes with the strong token growth and demand for tokens, do we have any changes to this long-term guidance?
C.C. Wei: Bruce, actually, I think I say now that it's a very strong demand, and we continue to receive a very positive signal from our customers and customers' customers. And so what you say is whether we change our CAGR on AI accelerator? Actually, we continue to see strong demand, but again, let me say that it is toward higher 50s of CAGR that we observe.
Operator: Next one to ask question, Laura Chen from Citi.
Chia Yi Chen: May I take more details on TSMC's strategy in advanced packaging? And what will be the business model working with your OSAT partners, as we see that there are various different solutions provided by your peers and also the OSAT makers, yet TSMC is also expanding more in the advanced packaging. So how would TSMC work with your customers' planning on their advanced node wafer demand, but also align with their advanced packaging demand at TSMC?
Jeff Su: Okay. So thank you. Laura's first question is on advanced packaging. She would like to know, we work with customers, collaborate with customers to plan our front-end wafer capacity. How do we work with the customers to plan the advanced packaging capacity is what she would like to understand, and also in the context of working with our OSAT partners on the advanced packaging businesses.
C.C. Wei: Well, Laura, our priority actually, again, is to support our customers, right? And whenever we can or wherever we can, we want to make sure that their product can be -- the demand of their product can be met by TSMC's front-end and high-end packaging. So we certainly, let me say that our advanced packaging capacity is very tight also. So we have to work with our OSAT partners. We hope that we can increase the capacity to support our customers. Let me emphasize again, we support our customers. So we try very hard to increase our own capacity also. But certainly, it just has been very tight. And so that's what's our situation today.
Chia Yi Chen: Sure, sure. Understood. My second question is also about advanced packaging. As C.C. highlighted before many times that AI chips are going into super chips with very large die size and TSMC now working at the biggest reticle in the world. But at the same time, there's potential technical challenges such as warpage. So do you think that the following road map like SoIC or like CoPoS can solve this kind of technical issue? And based on TSMC's technology road map, do we see any technology like SoIC or CoPoS will be a bigger ramp in a couple of years, can solve this problem?
Jeff Su: Okay. So Laura's second question is also related to advanced packaging, AI and larger reticle sizes post potential technical challenges such as warpage. So she would like to know how do we see SoIC or panel-level packaging? What's the key to solving these issues? And what is the outlook in the next several years?
C.C. Wei: Well, Laura, you are good. Actually, that's all the challenges that we have in advanced packaging technology. Mechanical stress, which is very top challenge to the electrical engineering, like I am. However, we accumulated a lot of experience already today because we have supplied most of the leading edge and in packaging area. And we continue to increase the die size and continue to meet all the challenges from the mechanical stress, like you said, actually the warpage or the thermal limitation. A good challenge. And we like it. The harder the better, because of TSMC's strength in technical engineering, and we have confidence that we can work with our customers to solve all the issues and continue to move on.
Chia Yi Chen: So should we expect that SoICs, TSMC may introduce that earlier to solve this kind of a challenge, because we already have the learning curve and already have the products in production. So that should go faster than other technologies, I suggest.
Jeff Su: So Laura's question is very specific. Yes, on SoIC, how do we see that developing, I guess?
C.C. Wei: Well, we work with our customers, and we meet their demand, and that's all I can tell you. Speed it up or slow down? No, no, no, no. We work with our customers to meet their demand.
Jeff Su: Operator, in the interest of time, can we take the questions from the last participant, please?
Operator: Next one to ask question, Charles Shi from Needham.
Yu Shi: TSMC's definition of AI revenue includes data center GPU, AI accelerator, HBM-based stack. Maybe I left out a few others, but it specifically excludes data center CPU. I think you made that definition very clear for a couple of years now. But with the CPU, there's more and more conversation about CPU now becoming part of the AI infrastructure, especially for agentic workloads. Any chance for TSMC to maybe provide us revised numbers for AI revenue and maybe AI revenue growth, CAGR projection going into 2029, 2030. And maybe hopefully give us some sense of how the historical AI revenue numbers would have been if some of the data center CPU numbers, especially for agentic AI workloads are included there. That's my first question.
Jeff Su: Okay. Thank you, Charles. So Charles' first question, please let me summarize, is regarding our definition of AI accelerator, which is, of course, we have said GPU, ASIC and HBM controllers for training inference in the data center. He notes now with the agentic AI, he wants to know, will we start to include CPUs in this definition? If so, can we provide the historical data with CPU included? And what would the AI accelerator guidance be if it includes CPU?
C.C. Wei: Charles, certainly, CPUs become more and more important in today's AI data center. But actually, let me share with you -- this is a good question, by the way. Let me share with you that we are not able to identify which CPU goes where, right? It's PC or desktop or it's AI data center. So today, we still not include the CPUs in our AI HPCs calculation. Someday later, we might consider.
Jeff Su: Charles, do you have a second question?
Yu Shi: Thanks, C.C. Yes. Maybe it's kind of also tied to the recent development in overall AI infrastructure, how things have been evolving. So NVIDIA, of course, they recently added more CPU content to the overall Vera Rubin SuperPOD, but I think that most people are focusing on that brand-new LPU. They recently added -- we understand and appreciate that the TSMC is very strong in CPU and we will definitely participate in that upside in CPU, but the LPU business, the acquired business, well, for historical reasons, it's still at your competitors, Samsung Foundry. And I think Investors are looking at that and seeing that maybe looks like Samsung Foundry finally made the first 2 inroads into AI. So any thoughts from TSMC side, how should we think about whether and how TSMC will win back that LPU business or any future difference chip business coming from your customers? Yes, give us some thoughts there, we would appreciate that.
Jeff Su: Okay. Charles' second question is a very specific question about a very specific customer and very specific product, which is we typically do not comment on, but he wants to know for this customer's LPU product, which he notes is made at one of our competitors. How do we see this business going to the competitor? Do we have plans to win this LPU business back in the future?
C.C. Wei: Charles, I think Jeff already gave me enough warning, very specific and very specific customer, very specific area. Let me answer your question. We are working with our customer for their next-generation LPU anyway. And we are very confident in our technology position, and we will work hard to capture every piece of business possible. How about that?
Yu Shi: Very good. Thank you, C.C. That's very good color.
Jeff Su: Okay. Thank you, Charles. Thank you, C.C. Thank you, Wendell. This concludes our prepared statements -- sorry, I should say this concludes our Q&A session. Before we conclude today's conference, please be advised that the replay of the conference will be accessible within 30 minutes from now, and the transcript will become available 24 hours from now. Both are going to be available through TSMC's website at www.tsmc.com. So again, thank you, everyone, for taking the time to join us today. We hope you continue to stay well, and we hope you join us again next quarter. Goodbye, and have a good day.