JPMorgan Significantly Upgrades 2026-27 Semiconductor Equipment Market Forecast
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JPMorgan Significantly Upgrades 2026-27 Semiconductor Equipment Market Forecast
Driven by surging AI demand and massive capex increase from cloud service providers, upgraded 2026/2027 WFE market growth forecasts to 28%/29% respectively, focusing on storage and advanced packaging-related equipment.
- 2026 WFE market growth forecast upgraded from 21% to 28%, 2027 from 18% to 29%
- Capital expenditure for top four US cloud service providers expected to grow 80% YoY in 2026, 50% in 2027
- Share of memory chips in cloud service provider investment will rise from single digits to approximately 50% in 2026
- TSMC capital expenditure expected to increase to $56 billion in 2026, supply shortage of advanced nodes sustained through 2027
- DRAM and NAND price triple-digit growth drives acceleration in memory vendor capital expenditure
- Preferred targets include Tokyo Electron, Advantest, ASML, KLA, etc.
Report interpretation
Overview
The core view of this report is significantly upgrading the growth forecast for the global wafer fab equipment (WFE) market for 2026-2027. J.P. Morgan believes that demand for semiconductor equipment is strong due to cloud service providers (CSPs) accelerating investment driven by rising and diverse AI-related needs. The report upgrades the 2026 WFE market growth forecast from 21% to 28%, and 2027 from 18% to 29%, and provides the first-ever growth forecast of 16% for 2028. Major upward drivers come from increased capital expenditure in DRAM memory chips and TSMC.
Core views
Core Driver: Surge in Cloud Service Provider Capital Expenditure. The report states that total investment by the top four US cloud service providers (Google, Amazon, Microsoft, Meta) is expected to grow 80% YoY in 2026 and 50% in 2027. In terms of value added, the YoY increment in 2026 will exceed $250 billion, and in 2027 exceed $285 billion. This huge investment is mainly used to expand AI data centers and power capacity in North America. Notably, the weight of memory chips in cloud service provider investment is expected to rise significantly from a previous range of single digits to 15% to approximately 50% in 2026. Memory Chip Recovery and Capex Acceleration. Global semiconductor shipments grew 106% YoY in April 2026, marking the strongest growth since 1994, mainly driven by memory chip prices (NAND and DRAM both achieving triple-digit growth). Given the strong improvement in memory prices and potential continued supply shortages for several years, the report estimates total industry capital expenditure in the memory sector over the next three years will reach $450 billion (previously forecast at $300 billion), with DRAM capex at $364 billion and NAND at $86 billion. TSMC and Advanced Packaging Expansion. TSMC capital expenditure is expected to grow 37% YoY to $56 billion in 2026, and 16% in 2027 to $65 billion. Supply shortages in advanced nodes (N5 and below) are expected to persist until 2027 or early 2028. In advanced packaging, TSMC CoWoS capacity is expected to reach 115,000 wafers/month by end of 2026, and 175,000 wafers/month by end of 2027. As AI workloads shift from training to inference, the demand structure is expanding; CPU, LPU, and network chips may also become new drivers for CoWoS demand. Equipment Vendor Benefit Logic. With supply and demand conditions remaining tight, and chip manufacturers maintaining disciplined investment despite improved profitability, equipment unit prices are expected to rise with increased value-added content. The report particularly favors equipment stocks with high exposure to DRAM and foundry businesses. The Japan team's first choice is Tokyo Electron, and Advantest is favored in post-processing areas. Other key recommendations include ASML, KLA, ASMPT, etc.
Analysis framework
Bottom-up Capital Expenditure Summation Method. The institution derives the global WFE market size by summing up the capital expenditure plans of major semiconductor manufacturers (such as TSMC, Samsung, SK Hynix, Micron, etc.) and combining it with the ratio of WFE to capital expenditure (assumed to be 70-75% for 2026-2028). Demand Transmission Analysis. Starting from end applications (AI accelerators, servers, smartphones, etc.), analyze the capital expenditure trends of cloud service providers (CSPs), then transmit to chip manufacturing links (logic, memory), finally landing on equipment procurement demand. Special attention was paid to the structural impact of the shift in AI workloads from training to inference on memory and advanced packaging demand. Supply-Demand Gap and Price Elasticity Analysis. By analyzing the supply-demand balance sheets and spot price trends of DRAM and NAND, judge the profitability recovery of memory vendors, thereby deriving their willingness and ability to invest in capital expenditure. The report emphasizes the decisive role of triple-digit price growth in accelerating capital expenditure.
Methodology notes
Supply/Demand Framework
By analyzing the degree of match between the supply (equipment vendor capacity, delivery cycle) and demand (chip factory capital expenditure, terminal AI demand) of the semiconductor equipment market, judge market prosperity. The report uses this framework to explain why demand remains strong and prices are expected to rise despite concerns about cleanroom shortages.
Upstream/Midstream/Downstream Industry Chain Transmission
Follow the transmission path of 'Cloud Service Provider (CSP) Capital Expenditure -> Chip Design/Manufacturing (Capex) -> Semiconductor Equipment (WFE) Orders'. The report focuses on how the surge in upstream CSP investment converts into mid-stream chip factory expansion plans, ultimately benefiting downstream equipment vendors.
WFE/Capex Ratio Analysis
Use the proportion of wafer fab equipment expenditure (WFE) to total semiconductor manufacturer capital expenditure (Capex) (approximately 70-75%) to estimate the equipment market size. This is a common top-down or cross-validation method for estimating market size in the semiconductor equipment industry.
Volume/Price Breakdown
When analyzing semiconductor shipment volume growth, distinguish the contribution of 'volume growth' (double digits) and 'price growth' (memory price triple-digit growth). The report points out that the 106% shipment growth in April was mainly driven by price, which is crucial for understanding vendor revenue structure and profit elasticity.
Asset mapping & comparison
Structured mapping from thesis to named assets (strengths, weaknesses, peers, risks).
- Tokyo Electron (8035.T)Benefit
- Strengths
- First choice of the Japan team, holds a high share in DRAM and foundry equipment, possesses pricing power
- Comparison
- More comprehensive coverage of core process steps compared to other Japanese equipment vendors
- Advantest (6857.T)Benefit
- Strengths
- Benefits from high demand in post-processing (testing), especially in memory testing
- ASML (ASML.US)Benefit
- Strengths
- Monopolistic position in EUV lithography machines, benefits from advanced node expansion
- KLA Corporation (KLAC.US)Benefit
- Strengths
- Leader in process control equipment, demand visibility exceeds ten-year high
- TSMC (2330.TW)Benefit/Driver
- Strengths
- Supply shortage of advanced nodes, significant capital expenditure increase, rapid CoWoS capacity expansion
- Risks
- Cleanroom shortages may temporarily limit the speed of capacity release
Key data
- 2026 WFE Market Growth Forecast28%Upgraded from 21%, mainly driven by DRAM and TSMC
- 2027 WFE Market Growth Forecast29%Upgraded from 18%
- 2028 WFE Market Growth Forecast16%New forecast
- Top 4 US CSP 2026 Capex Growth Rate80%Upgraded from 63%, estimated incremental exceeding $250 billion
- Top 4 US CSP 2027 Capex Growth Rate50%Upgraded from 40%+, estimated incremental exceeding $285 billion
- TSMC 2026 Capital Expenditure$56 billionYoY growth 37%
- Total Memory Industry Capex Next Three Years$450 billionUpgraded from $300 billion, with DRAM accounting for $364 billion
- Global Semiconductor Shipments Growth Rate April 2026106%32nd consecutive month of growth, strongest since 1994
- TSMC CoWoS Capacity (End of 2026)115,000 wafers/monthExpected to reach 175,000 wafers/month by end of 2027
Impact & implications
For equipment vendors, this means extremely high order visibility for the next two years, especially for equipment suppliers involved in DRAM processes and advanced packaging (CoWoS). The report believes that due to tight supply and demand, equipment unit prices are likely to rise, benefiting leading companies with pricing power. For investors, focus should be placed on equipment stocks with large exposure in DRAM and foundry fields, as well as companies benefiting from backend testing and packaging links. Structural changes in cloud service provider capital expenditure (tilting towards memory) also mean that performance elasticity for memory equipment vendors may be greater than logic equipment vendors.
Risks
- Chip manufacturer cleanroom shortages may temporarily limit demand release in 2026
- Uncertainty in HBM4 technology may affect demand expectations for Rubin series products
- If cloud service provider capital expenditure slows down due to macroeconomic conditions or AI returns not meeting expectations, it will directly affect equipment orders
What to watch
- Actual progress of cleanroom expansion starting from 2027
- Whether TSMC July 2026 earnings conference call further upgrades revenue guidance
- Realization of capital expenditure by top four US cloud service providers and changes in memory investment share
- Price trends of DRAM and NAND and duration of supply shortages