Quick Summary
Covering the latest research from top Wall Street investment banks

Japan SPE April billings +25% YoY, and the global WFE upcycle remains favored

Institution
Bernstein
Date
2026-06-03
Authors
Stacy A. Rasgon, Ph.D., Qingyuan Lin, Ph.D., Juho Hwang, Alrick Shaw, Arpad von Nemes, Zheng Cui
Company
-
Ticker
-
Industry
Semiconductor capital equipment (WFE/SPE), involving DRAM, NAND, and advanced logic capital expenditures
Rating
Multiple names: DISCO, Advantest, Tokyo Electron, Kokusai, Lasertec, LRCX, AMAT, KLAC, NAURA, AMEC, and Piotech are rated Outperform; Screen is rated Market-Perform
BullishLow confidenceThe report believes that Japan SPE billings continue to grow year over year, global WFE will still see strong growth in CY2026 and CY2027, and rising DRAM and NAND capital expenditures will benefit Japanese, U.S., and Chinese semiconductor equipment companies.
AuthorsStacy A. Rasgon, Ph.D., Qingyuan Lin, Ph.D., Juho Hwang, Alrick Shaw, Arpad von Nemes, Zheng Cui
Target priceTokyo Electron ¥59,200; DISCO ¥85,000; Kokusai ¥8,240; Lasertec ¥50,000; Advantest ¥39,200; Screen ¥12,600; AMAT $525; LRCX $340; KLAC $1,975; NAURA CNY 680; AMEC CNY 500; Piotech CNY 580
CoverageOther
Business segmentsWafer fab equipment (WFE)、Semiconductor production equipment (SPE)、Front-end equipment、Assembly equipment、Test equipment、DRAM capital expenditures、NAND capital expenditures、Advanced logic capital expenditures
Research firm divisions/subsidiariesBernstein(Other)、Société Générale(Other)、AllianceBernstein, L.P.(Other)

AI summary card

Japan SPE April billings +25% YoY, and the global WFE upcycle remains favored

After tracking SEAJ data, Bernstein believes that Japanese semiconductor equipment billings improved year over year, DRAM and NAND capital expenditures will drive continued global WFE growth in CY2026-CY2027, and it maintains Outperform on most covered equipment stocks.

Maintains Outperform ratings on DISCO, Advantest, Tokyo Electron, Kokusai, Lasertec, LRCX, AMAT, KLAC, NAURA, AMEC, and Piotech; Screen is Market-Perform.
Semiconductor equipmentWFESPESEAJ billingsJapanese equipment makersDRAM/NAND capital expendituresTELAdvantest
  • In April, Japan SPE billings were +13% YoY in U.S. dollar terms and +25% YoY in yen terms; 3-month average billings were +11% YoY in U.S. dollar terms and +14% YoY in yen terms.
  • By equipment type, in April Japanese front-end equipment revenue was +12% YoY, assembly equipment revenue was +73% YoY, and test equipment revenue was +26% YoY.
  • The regression model suggests TEL's June-quarter revenue may be -18% QoQ, below the market consensus of +6% QoQ; Advantest's June-quarter test revenue may be +13% QoQ, above the consensus of +3% QoQ.
  • The report forecasts the global WFE market will grow +21.4% YoY in CY2026 and +18.2% in CY2027, mainly driven by growth in DRAM and NAND spending.

Report interpretation

Overview

This report is Bernstein's monthly global semiconductor capital equipment tracker, primarily using billing data for Japanese semiconductor equipment suppliers published by SEAJ. SEAJ members represent about 25% of the global WFE market, and the April data was released on June 2. The report also examines both single-month data and 3-month moving averages, and uses regression analysis to map SEAJ data to quarterly revenue expectations for Tokyo Electron and Advantest.

Core views

The report's core view is that year-over-year growth in Japan SPE billings indicates the industry cycle remains in an upward phase, even though April declined month over month due to a high base. Bernstein expects global WFE to grow 21.4% YoY in CY2026 and 18.2% in CY2027, with DRAM and NAND capital expenditures as the main drivers. At the company level, SEAJ data provides a short-term downside signal for TEL's FQ1 revenue but an upside signal for Advantest; over the medium term, the firm remains positive on Japanese, U.S., and Chinese semiconductor equipment companies benefiting from memory capex, advanced packaging, HBM, GAA, NAND upgrades, and domestic substitution.

Analysis framework

The report first uses SEAJ billing data to judge the single-month and 3-month average trends for Japanese equipment makers, then breaks down demand structure by front-end, assembly, and test equipment, and finally maps relevant equipment billings to quarterly revenue for TEL and Advantest through historical regression, comparing the results with market consensus expectations.

Methodology notes

  • Industry data trackingSEAJ billing tracking

    Use SEAJ member billings to observe demand for Japanese semiconductor equipment suppliers

    SEAJ members represent about 25% of the global WFE market. The report uses April billing data to assess year-over-year, month-over-month, and trend changes in the Japan SPE industry.

  • Trend smoothingSingle-month data and 3-month moving average

    Single-month data reflects short-term turning points, while the 3-month average reduces seasonal effects

    The report examines both April single-month billings and 3-month average billings; single-month yen billings were ¥442bn, -38% MoM and +25% YoY, while the 3-month average was +14% YoY and +6% MoM in yen terms.

  • Company read-through mappingSEAJ regression read-through

    Use equipment billing regressions to estimate quarterly revenue for TEL and Advantest

    The report states that the TEL regression R2 is 0.83, implying June-quarter revenue may be -18% QoQ; the Advantest test equipment regression R2 is 0.95, implying June-quarter test revenue may be +13% QoQ.

Asset mapping & comparison

Structured mapping from thesis to named assets (strengths, weaknesses, peers, risks).

  • Japan SPE/WFE industry
    Core data source and industry observation target
    Strengths
    April billings grew year over year, and the 3-month average continues to show an upward cycle since mid-CY2023.
    Weaknesses
    April single-month billings were -38% MoM in yen terms, affected by a high base and seasonality.
    Comparison
    The 3-month average is more stable than single-month data, and both USD and JPY measures show year-over-year improvement.
    Risks
    Single-month data is highly volatile, and exchange-rate basis and seasonality may affect the reading.
  • Tokyo Electron (TEL)
    Front-end equipment read-through target
    Strengths
    The report expects full-year revenue to be driven by strong DRAM and advanced logic capex, and notes the company may benefit from share gains and price competitiveness after yen depreciation.
    Weaknesses
    SEAJ regression suggests FQ1 revenue may be -18% QoQ.
    Comparison
    The regression read-through is below the consensus expectation of +6% QoQ.
    Risks
    If the following two months do not improve as the report expects, quarterly revenue may come in below market expectations.
  • Advantest
    Test equipment read-through target
    Strengths
    The regression suggests June-quarter test revenue will be +13% QoQ, above consensus expectations; the company benefits from higher HBM and Blackwell-related test intensity.
    Weaknesses
    April test equipment declined month over month, and the 3-month average was also negative.
    Comparison
    Despite the sequential decline, the report says April was still the second-highest single-month billing level.
    Risks
    If AI GPU and HBM test demand slows, upside in revenue and margins may come under pressure.
  • DISCO
    Beneficiary target of assembly equipment and advanced packaging
    Strengths
    Assembly equipment revenue was +73% YoY; the company has about 85% share in grinders and dicers, and benefits from demand for HBM, CoWoS, and hybrid bonding.
    Weaknesses
    The report did not disclose clear short-term weaknesses.
    Comparison
    Assembly equipment posted higher year-over-year growth than front-end and test equipment.
    Risks
    If the pace of advanced packaging demand slows, related equipment demand may come in below expectations.
  • Kokusai
    Covered Japanese semiconductor equipment name
    Strengths
    The report is positive on the adoption of batch ALD in advanced GAA nodes and points out that the recovery in NAND capex is accelerating.
    Weaknesses
    The report did not disclose clear short-term weaknesses.
    Comparison
    Its benefit points are more concentrated in ALD, GAA, and the recovery in NAND capex.
    Risks
    NAND recovery or the pace of advanced-node adoption may fall short of expectations.
  • Lasertec
    Beneficiary target of mask inspection and actinic inspection
    Strengths
    The company is a major mask inspection supplier and the sole supplier of actinic inspection; the report expects the A200HiT tool to drive TAM expansion and re-acceleration of growth.
    Weaknesses
    Growth has slowed over the past few years.
    Comparison
    Compared with traditional equipment cycles, the company's growth relies more on new tool penetration and expansion of inspection TAM.
    Risks
    The pace of A200HiT penetration or fab adoption of actinic inspection may fall short of expectations.
  • Screen
    Covered Japanese cleaning equipment name
    Strengths
    The company is a leading cleaning equipment supplier, and its valuation is the lowest in the coverage universe.
    Weaknesses
    The report believes it has the fewest specific growth drivers, cleaning intensity is not increasing, and market competition is intense.
    Comparison
    Its rating is Market-Perform, weaker than the Outperform ratings on most covered semiconductor equipment names.
    Risks
    A decline in China revenue mix may bring margin downside risk, and it faces competition from TEL, Lam, ACMR, Naura, and others.
  • AMAT, LRCX, KLAC
    Covered U.S. semiconductor equipment names
    Strengths
    The report maintains Outperform; AMAT benefits from SAM growth, the services narrative, and capital returns, LRCX benefits from GAA, packaging, HBM, and NAND upgrades, and KLAC has structural growth, a solid competitive position, and lower China substitution risk.
    Weaknesses
    The report did not disclose clear short-term weaknesses.
    Comparison
    All three companies are included in the positive list for the global WFE upcycle and U.S. coverage.
    Risks
    Changes in the global WFE cycle, advanced-node investment, and China substitution risk may affect valuations.
  • NAURA, AMEC, Piotech
    Beneficiary targets of domestic substitution in Chinese semiconductor equipment
    Strengths
    The report maintains Outperform and believes all three companies benefit from domestic substitution in China's WFE and accelerating share gains.
    Weaknesses
    The report did not disclose clear short-term weaknesses.
    Comparison
    NAURA has the broadest product portfolio, AMEC has stronger technology and global recognition, and Piotech is expanding in deposition and hybrid bonding equipment.
    Risks
    The pace of domestic substitution, customer verification timing, and capex fluctuations may affect the speed of realization.

Key data

  • April Japan SPE billings YoY+13% (USD); +25% (JPY)Shows that billings for Japanese semiconductor production equipment continued to grow year over year.
  • 3-month average SPE billings+6% QoQ; +11% YoY (USD); +14% YoY (JPY)The 3-month average basis shows a more stable upward cycle trend.
  • April single-month billings of Japanese suppliers¥442bn; -38% QoQ; +25% YoYThe sequential decline mainly came from a high base.
  • Japan front-end equipment revenue+12% YoYHas relatively high correlation with Tokyo Electron.
  • Japan assembly equipment revenue+73% YoYRelated to DISCO; the report says it benefited from a low base.
  • Japan test equipment revenue+26% YoY; -14% MoM for the single month; -7% for the 3-month averageRelated to Advantest; single-month sequential performance weakened but remained at a relatively high billing level.
  • TEL June-quarter revenue regression read-through-18% QoQBelow the market consensus expectation of +6% QoQ.
  • Advantest June-quarter test revenue regression read-through+13% QoQAbove the market consensus expectation of +3% QoQ.
  • Global WFE forecastCY2026 +21.4% YoY; CY2027 +18.2%The report believes CY2026 will be driven by strong growth in DRAM and NAND spending.
  • Major ratings and target pricesMainly Outperform; Screen is Market-PerformThe report maintains positive ratings on multiple semiconductor equipment companies in Japan, the U.S., and China.

Impact & implications

The investment implication is that SEAJ data confirms year-over-year improvement in the Japanese equipment chain and supports the view that global WFE will continue expanding in CY2026-CY2027. Short-term company read-throughs diverge: TEL may face pressure from June-quarter revenue coming in below consensus expectations, but the report believes the following two months are usually stronger and that the full year is still driven by DRAM and advanced logic capex; Advantest, meanwhile, is supported by test equipment billings and rising HBM/AI GPU test intensity, so short-term revenue may exceed expectations.

Risks

  • SEAJ single-month billings are heavily affected by seasonality, a high base, and exchange rates, and cannot independently represent the long-term trend.
  • TEL's short-term regression read-through is below consensus expectations; if May and June do not improve, FQ1 revenue may come under pressure.
  • The global WFE growth forecast depends on continued expansion in DRAM, NAND, and advanced logic capital expenditures.
  • Screen faces margin risk from intense competition in cleaning equipment, insufficient growth drivers, and a declining share of China revenue.
  • If themes such as advanced packaging, HBM, GAA, NAND upgrades, and domestic substitution progress more slowly than expected, upside for related companies may be limited.

What to watch

  • Whether SEAJ billings in May and June recover from the sequential decline seen in April.
  • Whether the 3-month moving average billings can continue to maintain year-over-year growth in both USD and JPY terms.
  • Whether the divergence among front-end, assembly, and test equipment billings continues.
  • Whether TEL's actual June-quarter revenue comes close to the regression-indicated -18% QoQ or recovers toward consensus expectations.
  • Whether Advantest's June-quarter test revenue delivers on the regression-indicated +13% QoQ.
  • Follow-up orders and company guidance for DRAM, NAND, HBM, CoWoS, GAA, and hybrid bonding-related capital expenditures.
  • Whether global WFE growth forecasts for CY2026 and CY2027 are adjusted due to memory capex or changes in macro demand.
Zhejiang ICP No. 2022035445-5
Disclaimer: Market data, charts, indicators, research views, and other information provided on this website are intended solely for information display, research communication, and educational reference. They should not be regarded as personalized investment advice, securities recommendations, trading instructions, solicitations, or guarantees of return. While we strive to improve the reliability of our data and content, such information may still be subject to delays, errors, incompleteness, or untimely updates due to source differences, methodological limitations, system processing, or market volatility. Users should exercise independent judgment based on their own circumstances and bear all risks and responsibilities arising from the use of this website.

Settings

Sign in to view recent logins