Goldman Sachs raises global WFE forecasts, leaving room for differentiated upside among semiconductor equipment stocks
AI summary card
Goldman Sachs raises global WFE forecasts, leaving room for differentiated upside among semiconductor equipment stocks
The report argues that AI capital expenditures, storage demand, and advanced logic will continue to support WFE growth, but following rapid revaluation, priority should be given to stocks like AMAT, Tokyo Electron, NAURA, and AMEC—where risk-reward asymmetry is more pronounced.
- Goldman Sachs raised its 2026/2027/2028 WFE forecasts from $132/$160/$174 billion to $141/$186/$208 billion, corresponding to year-over-year growth of +28%/+32%/+12%.
- In terms of relative risk-reward, AMAT and Tokyo Electron are most attractive; KLAC’s valuation appears quite fully priced, closer to baseline or optimistic scenarios.
- Under the most optimistic scenario of +40%/+15% hyperscaler CapEx growth in CY27/28, AMAT implies approximately +51% upside, while KLAC suggests about +10% upside.
- For Chinese SPEs, AMEC and NAURA still offer roughly +11% and +5% upside even in bear-market scenarios, with potential gains of up to +53% and +46% in bull markets.
- Terafab is viewed as a potential structural driver of additional WFE demand starting in CY27 and beyond, though the report refrains from speculating on the outcome of related negotiations.
Report interpretation
Overview
This report examines the risk-reward dynamics of global semiconductor capital equipment stocks after their strong outperformance earlier this year. Goldman Sachs maintains that equipment suppliers remain high-quality assets within the semiconductor industry, yet the market has partially priced in benefits stemming from AI-related capital spending and easing geopolitical risks. Consequently, upside potential varies significantly across companies depending on whether they operate under bear-market, baseline, or bull-market CapEx trajectories. The report also revises upward its WFE forecasts and emphasizes that storage, advanced logic, HBM, and domestic substitution trends will be key drivers over the next two to three years.
Core views
The central thesis is that the semiconductor equipment sector can continue to appreciate, but investors should select companies whose valuations do not yet fully reflect baseline or optimistic WFE scenarios. AMAT, with its exposure to deposition, etching, and integration solutions, is considered to possess the strongest valuation elasticity and earnings floor; Tokyo Electron likewise offers favorable risk-reward; LRCX presents balanced risk-reward; while KLAC, despite being a leading process-control player, currently trades at relatively full valuation. In China, AMEC and NAURA benefit from domestic semiconductor CapEx, rising domestic supply ratios, and expansion of advanced-node product lines, maintaining attractive valuations.
Analysis framework
The report employs a three-step scenario framework: first mapping hyperscaler total capital expenditures to WFE demand; second translating WFE changes into revenue and EPS impacts for AMAT, LRCX, KLAC, Tokyo Electron, NAURA, and AMEC; and finally deriving target prices and upside/downside ranges using valuation multiples such as P/E or EV/EBITDA. For Chinese SPEs, the report further incorporates assumptions regarding the pace of domestic semiconductor CapEx growth and the share of domestically sourced supplies.
Methodology notes
Transforming cloud vendor capital expenditure changes into incremental WFE demand
The report assumes a 9% sensitivity of WFE demand to AI infrastructure investment and weights each year's impact at 50%, constructing bear-, baseline-, and bull-market scenarios for CY27/28.
Driving revenue and EPS through WFE, then applying historical or target valuation multiples
For AMAT, LRCX, KLAC, and Tokyo Electron, the report derives implied stock prices based on CY28E EPS and median three-year P/E multiples; for AMEC and NAURA, it uses P/E multiples aligned with target prices to conduct sensitivity analyses.
Comparing current stock prices against implied CapEx scenarios and upside/downside elasticity
If the current price reflects only a bear-market or below-baseline scenario, risk-reward becomes more appealing; if it already accounts for baseline or optimistic conditions, upside potential is limited and downside risks higher.
Asset mapping & comparison
Structured mapping from thesis to named assets (strengths, weaknesses, peers, risks).
- AMATCore Buy Stock in Global Semiconductor Equipment
- Strengths
- High exposure to deposition and etching, driven by GAA logic and stacked-storage investments; approximately 30% of system revenue comes from integration solutions; largest valuation headroom in scenario-based valuations.
- Weaknesses
- Stock price has risen significantly since the beginning of the year, increasing trading congestion.
- Comparison
- Compared to KLAC, AMAT's current price seems to reflect a CapEx scenario below baseline; bear-market scenarios still allow for around 30% upside, while bull-market scenarios suggest approximately +51% upside.
- Risks
- New export restrictions; rising share of domestic Chinese suppliers.
- LRCXBuy Stock in Global Semiconductor Equipment
- Strengths
- Sensitive to WFE cycles, benefiting from DRAM, NAND, and HBM expansion due to exposure in these areas.
- Weaknesses
- More sensitive to NAND upgrade spending, export restrictions, and technological roadmap shifts.
- Comparison
- Offers balanced risk-reward; bull-market scenarios imply approximately +39% upside, though less pronounced than AMAT's.
- Risks
- NAND suppliers pausing upgrade spending; stricter U.S. export controls; unfavorable shifts in industry demand between lithography and deposition/etching.
- KLACProcess-Control Leader but Maintained Neutral
- Strengths
- Approximately 6.5 times the market share of its nearest competitor in process control, with high commercial quality.
- Weaknesses
- The report believes recent process-control performance is unlikely to significantly outpace WFE, and current valuation appears fairly fully priced.
- Comparison
- Compared to AMAT and Tokyo Electron, KLAC is closer to baseline pricing scenarios; bear-market scenarios may yield around 10% downside, while bull-market scenarios suggest approximately +10% upside.
- Risks
- Significant fluctuations in Foundry/Logic spending; changing export restrictions; unexpected structural shifts in Memory WFE rebound.
- Tokyo ElectronGlobal SPE Buy Stock
- Strengths
- Demonstrates good upside elasticity in WFE scenarios, with a target price of ¥55,000; the report finds it attractive even in bear-market scenarios.
- Weaknesses
- Affected by semiconductor inventory cycles, export restrictions, and interest-rate pressures compressing valuation multiples.
- Comparison
- Ranked alongside AMAT as one of the best-risk-reward options among global semiconductor equipment stocks.
- Risks
- Prolonged semiconductor inventory adjustments; tightened export controls; rising interest rates suppressing valuation multiples.
- NAURAChinese SPE Buy Stock
- Strengths
- Leading domestic SPE platform covering thermal processing, deposition, etching, cleaning, and ion implantation; benefits from domestic substitution and advanced-node customer demand.
- Weaknesses
- Higher short-term R&D investment; slower expansion pace of mature-node customers affecting revenue growth.
- Comparison
- Benchmark target price of Rmb638; bear-market scenarios still allow for approximately +5% upside, while bull-market scenarios suggest around +46% upside.
- Risks
- Further U.S. export restrictions targeting Chinese semiconductor firms; slower-than-expected expansion of mature-node customers.
- AMECChinese SPE Buy Stock
- Strengths
- Expanded its product portfolio from etching to deposition, metrology, and CMP, benefiting from storage clients and advanced-node demand.
- Weaknesses
- Sensitive to China's major wafer fab CapEx and advanced-process equipment supply capabilities.
- Comparison
- Benchmark target price of Rmb471; bear-market scenarios still allow for approximately +11% upside, while bull-market scenarios suggest around +53% upside.
- Risks
- Trade restrictions expanding to mature nodes; overseas advanced-node equipment supply disruptions; weaker-than-expected capital spending by China's major wafer fabs.
Key data
- New Global WFE Forecasts$141/$186/$208 billion for CY26/27/28ERevised upward from previous $132/$160/$174 billion, representing year-over-year growth of +28%/+32%/+12%.
- AMAT Bull-Market UpsideApproximately +51%Based on the most constructive hyperscaler CapEx growth scenario and CY28E valuation framework.
- KLAC Bull-Market UpsideApproximately +10%The report considers KLAC's current valuation fairly fully priced, making its risk-reward less compelling.
- Chinese SPE Bear-Market UpsideAMEC approx. +11%; NAURA approx. +5%Even under conservative CapEx and domestic supply ratio assumptions, positive margins remain.
- Chinese SPE Bull-Market UpsideAMEC approx. +53%; NAURA approx. +46%Driven by stronger CapEx growth, increased domestic supply ratios, and opportunities from advanced production line revenues.
- Foundry WFE Forecast$52/$68/$78 billion for CY26/27/28EPreviously $51/$64/$70 billion, primarily fueled by TSMC's N2/N3 cleanroom expansions.
- DRAM WFE Forecast$46/$67/$74 billion for CY26/27/28EEarlier $40/$47/$49 billion, with HBM and traditional DRAM expansion as primary drivers.
- NAND WFE Forecast$11/$17/$20 billion for CY26/27/28EPreviously $10/$15/$17 billion, with medium-term supply still tight.
Impact & implications
The report's implications for the semiconductor equipment supply chain are as follows: concerns over slowing AI capital spending may not necessarily end the rally in equipment stocks, but valuation elasticity has become critical. At the portfolio level, investors should avoid simply buying the entire sector and instead focus on selecting companies that maintain earnings and valuation support during bear-market scenarios while offering greater upside potential in bull markets. On an industry-wide scale, the recovery of storage demand, transitions to advanced logic nodes, HBM4/4e adoption, increasing penetration of domestic equipment, and potential projects like Terafab could all extend the WFE boom cycle.
Risks
- Hyperscaler AI capital expenditures may slow markedly in CY27/28, resulting in WFE growth below baseline scenarios.
- Semiconductor equipment stocks have seen substantial gains since the beginning of the year, increasing trading congestion and valuation correction risks.
- Further tightening of U.S. or other regional export restrictions could affect sales to Chinese customers and supply of advanced-node equipment.
- Storage, foundry, or logic demand recovery falling short of expectations may lead to downward revisions in WFE and EPS forecasts.
- Changes in the market share of domestic Chinese equipment suppliers could intensify competition with overseas vendors, while policy and supply-chain constraints might hinder the expansion of Chinese SPE companies.
- Rising interest rates or declining risk appetite could compress valuation multiples for semiconductor equipment stocks.
What to watch
- Whether CY27/28 hyperscaler CapEx guidance aligns closely with bear-, baseline-, or bull-market trajectories.
- The pace of DRAM, NAND, and HBM expansion, along with revised capital spending plans by Samsung, SK Hynix, Micron, and other storage manufacturers.
- Actual progress in TSMC's N2, N3, and advanced-node cleanroom expansions.
- Negotiation developments between Terafab and equipment vendors such as Lam, Applied Materials, and Tokyo Electron.
- China's semiconductor CapEx growth rate, domestic supply ratios, and order progress for AMEC and NAURA in advanced production lines.
- Whether U.S. export control policies expand further to cover mature nodes or critical equipment categories.