TSMC AI Demand Faces A Critical Test After Korea Chip Selloff

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The global semiconductor market is facing a sudden wave of selling just as Taiwan Semiconductor Manufacturing Company (NYSE) prepares to report its third-quarter earnings on October 15. South Korea’s KOSPI plunged approximately 5.5%, with Samsung Electronics (KRX:005930) falling 7.4% and SK hynix (KRX:000660) losing roughly 10%. The selloff followed concerns over Chinese memory-chip competition and the sustainability of AI infrastructure spending, placing TSMC AI Demand under closer scrutiny. U.S. semiconductor stocks have also faced several consecutive sessions of selling pressure.

Yet TSMC’s underlying business continues to show exceptional growth. The company has already reported record third-quarter revenue, while analysts expect approximately 65% year-over-year net-profit growth. That could mark its sixth consecutive record-profit quarter.

But record earnings may no longer be enough to reassure Wall Street. Investors now want evidence that AI demand can remain strong through 2027 and beyond. With advanced-chip utilization, CoWoS packaging capacity, and future capital spending under scrutiny, TSMC’s upcoming earnings call could become an important test of whether underlying AI demand remains intact despite the broader market panic.

The Korean Chip Crash Reveals Growing Anxiety Across The AI Trade

The sharp decline in South Korean semiconductor stocks highlights how quickly sentiment has shifted across the AI industry. The KOSPI fell approximately 5.5% on October 13, while major memory-chip manufacturers experienced substantially larger declines. The selling followed reports that China’s ChangXin Memory Technologies (CXMT) had made progress in developing a denser DRAM memory architecture.

That development raised concerns about future competition and pricing pressure for established memory manufacturers. However, CXMT’s commercial manufacturing yields and ability to compete at scale remain uncertain. The immediate threat is primarily to the memory market, rather than TSMC’s advanced logic-chip manufacturing business.

The broader concern extends beyond Chinese competition. Investors are increasingly questioning whether enormous AI infrastructure investments can generate sufficient financial returns. These concerns have also weighed on American semiconductor stocks. The Philadelphia Semiconductor Index fell 1.5% on October 13, marking its fifth consecutive declining session. Investors are also watching TSMC AI Demand for signs of whether the weakness in semiconductor shares reflects broader changes in chip orders.

For TSMC, this creates an unusual earnings backdrop. The company continues to benefit from strong demand for advanced manufacturing, yet semiconductor valuations are becoming increasingly sensitive to signs of slowing growth. The Korean selloff does not establish weakening demand for TSMC’s chips, but it raises the stakes for management’s forward-looking commentary.

THE BAPTISTA VIEW

Record Growth Supports TSMC But 2027 Demand Must Validate Investment

TSMC enters its October earnings announcement with record quarterly revenue, even as the Korean semiconductor selloff raises questions about the durability of AI spending. The investment debate is shifting from near-term profit growth toward 2027 customer demand and manufacturing utilization. Sustained demand must support expanding capacity commitments while preserving attractive profitability.

BULL CASE

Record revenue, strong advanced-chip demand, and constrained packaging capacity support continued growth if customer commitments remain durable through 2027.

KEY RISK

Heavy capital spending increases exposure to weaker utilization, depreciation pressure, and valuation risk if AI infrastructure demand fails to match expansion plans.

WATCH NEXT

The October 15 earnings call: management’s 2027 demand visibility, advanced-node utilization, packaging capacity outlook, and future capital expenditure plans.

INVESTMENT TAKEAWAY

TSMC’s financial performance remains strong, but its valuation depends on sustained demand and profitable capacity deployment. The next management update should help distinguish temporary semiconductor market anxiety from more fundamental concerns about the AI investment cycle.

BAPTISTA RESEARCH TSMC · AI SEMICONDUCTOR DEMAND

Record Revenue & Profit Expectations May Not Reassure Investors

TSMC enters its October 15 earnings announcement with much of its revenue performance already known. The company reported approximately NT$1.49 trillion, or US$46.7 billion, in third-quarter revenue. That represents roughly 50% year-over-year growth and exceeds its previous US$44.6 billion–US$45.8 billion guidance range.

Analysts also expect approximately NT$746.3 billion in net profit, representing nearly 65% annual growth. If achieved, this would mark TSMC’s sixth consecutive record-profit quarter. However, this remains an analyst forecast until the official earnings release.

Profitability will also attract attention. In July, management guided for third-quarter gross margins of 65%–67% and operating margins of 56%–58%. These compare with second-quarter margins of 67.7% and 60.3%, respectively. The anticipated sequential decline partly reflects costs associated with expanding 2-nanometer production.

The challenge is that strong financial results are already widely expected. Investors may therefore focus more heavily on whether management raises its growth outlook or provides stronger evidence of sustained capacity utilization into 2027.

TSMC previously projected full-year 2026 revenue growth slightly above 40% in U.S. dollars. Another strong quarter would support that outlook, but it would not automatically establish equally strong growth in 2027. TSMC AI Demand will therefore remain a focus as investors assess whether current growth can continue into the next year. Management’s assessment of customer orders and future manufacturing demand may therefore carry greater weight than the quarterly earnings surprise itself.

Advanced Nodes & CoWoS Capacity Will Test TSMC AI Demand In 2027

One of the most important questions for TSMC is whether customer demand remains strong enough to justify further capacity expansion through 2027. During the second quarter, advanced technologies at 7 nanometers and below represented 77% of wafer revenue. Its 3-nanometer technology contributed 30%, while the newer 2-nanometer process accounted for 3%.

High-performance computing also represented 66% of total quarterly revenue, reflecting the growing importance of AI accelerators and related processors. Management previously described AI demand as exceptionally robust, supported by positive multiyear signals from chip designers and cloud-service providers.

Advanced packaging remains another critical indicator. TSMC’s CoWoS technology helps integrate powerful processors with high-bandwidth memory. During July’s earnings call, management acknowledged that packaging capacity remained insufficient to satisfy customer requirements.

The October discussion should reveal whether advanced-node utilization and CoWoS demand remain strong enough to support growth into 2027. Continued capacity constraints, strong 2nm and 3nm orders, and firm customer commitments would reinforce management’s multiyear AI outlook.

However, strong orders do not eliminate the possibility of future overinvestment. TSMC has acknowledged the need to assess customer forecasts carefully. The company also monitors data-center construction and deployment schedules to reduce the risk of producing chips ahead of actual requirements. These checks are particularly relevant when assessing TSMC AI Demand against the pace of actual infrastructure deployment.

Rising Capital Spending & Valuation Expectations Raise The Stakes

TSMC’s expanding investment program provides another important test of confidence in AI demand. During July’s earnings call, management raised its 2026 capital expenditure guidance from US$52 billion–US$56 billion to US$60 billion–US$64 billion. The increase reflected stronger customer requirements and rising equipment costs.

Approximately 70%–80% of the budget is allocated to advanced manufacturing technologies. Another 10%–20% covers advanced packaging, testing, mask-making, and other investments. Management also announced an additional US$100 billion investment in Arizona, bringing its stated investment commitment there to US$265 billion.

These investments strengthen TSMC’s ability to address future demand, but they also create substantial financial obligations. Management expects the rapid expansion of 2-nanometer manufacturing to dilute second-half gross margins by approximately three to four percentage points.

This makes the relationship between 2027 capital spending and future AI demand increasingly important. Investors need confidence that new factories can operate at sufficiently high utilization rates to justify their costs.

The July earnings call provided no specific 2027 capital expenditure figure. Management instead emphasized that future investment would follow customer demand and business opportunities.

Tomorrow’s commentary could therefore be especially important. Continued spending increases backed by firm demand would carry different implications from expansion plans accompanied by weakening orders or slower utilization. Trends in TSMC AI Demand will be central to assessing whether future capacity expansion is supported by actual customer requirements. The central question is whether additional investment reflects durable customer commitments or expectations that could prove too optimistic.

BAPTISTA RESEARCH · INVESTMENT CONCLUSION

Record earnings cannot replace evidence of durable AI demand.

Final Thoughts

TSMC’s upcoming earnings announcement arrives at an important moment for the global semiconductor industry. Record third-quarter revenue and expectations of another record profit demonstrate the strength of its current business. However, the Korean market selloff shows that investors are increasingly concerned about the sustainability of AI infrastructure spending rather than simply the latest quarterly results.

Valuation adds another dimension to this debate. As of October 13, 2026, TSMC traded at approximately 29.13x LTM diluted earnings, 19.58x LTM EBITDA on an enterprise-value basis, and 14.00x LTM revenue on the same enterprise-value basis, according to TIKR. These represent substantial valuations relative to historical earnings and sales. The trailing P/E has also expanded from 23.42x in September 2025, indicating that investors are paying more for each dollar of reported historical earnings.

The company’s growth profile provides context for these multiples, but sustaining them depends on continued profitability and demand. Ultimately, TSMC’s October 15 commentary on 2027 demand, advanced-node utilization, CoWoS capacity, and capital expenditure may matter more than another record quarter. Strong forward visibility could help support investor confidence, while signs of slowing orders or rising capital intensity could reinforce existing valuation concerns. The earnings call should offer important evidence, although it cannot resolve every uncertainty surrounding the broader AI investment cycle.

Disclaimer: We do not hold any positions in the above stock(s). Read our full disclaimer here.

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