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Taiwan ODMs Report Interpretation

JPMorgan says Taiwan ODM August revenue beat expectations on GB300 AI-server shipments and general-server demand, while notebook, motherboard and VGA trends deteriorated. The report favors selected server ODMs and components, with Lenovo preferred within PCs.

InstitutionJPMorgan
Date20260911
IndustryTaiwan ODMs / technology hardware

Summary

JPMorgan says Taiwan ODM August revenue beat expectations on GB300 AI-server shipments and general-server demand, while notebook, motherboard and VGA trends deteriorated. The report favors selected server ODMs and components, with Lenovo preferred within PCs.

No report-wide rating or target price; JPMorgan's preference order is Wiwynn = Wistron > Hon Hai = Quanta > Pegatron > Inventec > Compal among server ODMs, and Lenovo > ASUSTek > Micro-Star among PC names.
Taiwan ODMsAI serversGB300General serversPC demandNotebook ODMsiPhone EMSTechnology hardware
  • JPMorgan expects NVL72 rack shipments to rise about 20% quarter on quarter in 3Q26.
  • 2026 NVL72 shipment estimates were raised to 75,000-80,000 units, with 90,000-95,000 forecast for 2027.
  • General-server shipments are forecast to grow 20-30% year on year this year, constrained by component supply versus underlying demand growth of 35-40%.
  • Notebook ODM shipments are now expected to fall 17% quarter on quarter in 3Q26 and 16% year on year for 2026.
  • JPMorgan expects resilient iPhone EMS momentum as new-model production ramps.

Report Interpretation

Overview

This Taiwan ODM update contrasts strong AI-server and general-server demand with weakening PC, motherboard and VGA conditions. JPMorgan sees sustained server momentum into 2027, while supply constraints, product-transition execution and soft end demand shape the near-term outlook.

Core views

Most Taiwan ODMs reported better-than-expected August revenue, led by sustained GB300 shipments and robust general-server demand. JPMorgan expects NVL72 rack shipments to grow about 20% quarter on quarter in 3Q26 as stronger-than-expected GB300 orders and better production yields support output. It raises its 2026 total NVL72 shipment estimate to 75,000-80,000 units from 70,000-80,000, and forecasts 90,000-95,000 units in 2027, or 18% year-on-year growth. The forecast rests on continued US cloud-service-provider capital expenditure and strong neocloud and enterprise AI demand. A production transition into 4Q26 could create a smoother transition than in earlier cycles because GB300 demand remains broad across CSP and neocloud customers, although suboptimal VR200 yields could slow shipments temporarily before momentum resumes in 1Q27. The continuing Trainium 3 ramp and expected AWS ASIC revenue growth into 4Q26 are viewed favorably for Wiwynn and Accton. General-server demand also exceeded expectations in August despite component shortages. CSP demand was resilient, whereas enterprise shipments remained modest because of significant average-selling-price increases. JPMorgan forecasts 20-30% year-on-year general-server shipment growth this year against underlying demand growth of 35-40%; it attributes the difference largely to supply constraints. Order backlogs and increasing CSP AI-inference demand are expected to sustain growth into next year. The report therefore prefers upstream server components, which could unlock revenue if supply improves, and server brands, which it believes have stronger pricing power during supply tightness. ASPEED is identified as a key beneficiary of general-server strength, while Delta, Accton and Lotes are described as attractively valued. The PC outlook is materially weaker. Notebook ODM shipments fell 11% month on month in August, and JPMorgan now expects 3Q26 shipments to decline about 17% quarter on quarter, versus its prior estimate of a 12% decline, or about 25% year on year. It expects another high-single-digit sequential decline in 4Q26 and a 16% year-on-year decline for 2026. The report attributes the divergence between PC ODM and OEM shipment trends in 2H26 to inventory pre-build. Memory-driven cost inflation should lift ASPs through 3Q26 and may offset some unit weakness, but softer end demand could still dilute notebook-ODM margins and weaken PC-OEM margins. Motherboard and VGA conditions are similarly sub-seasonal. Micro-Star's 3Q26 motherboard shipments are expected to rise about 16% quarter on quarter from a low 2Q base, but VGA shipments may fall by double digits because of weak end demand. ASUSTek's motherboard and VGA shipments appear set to decline 3% and 12%, respectively, in 2H26. JPMorgan expects aggregate top-three-vendor motherboard/VGA shipments to be flat to down sequentially in 4Q26 and down by a mid-teens percentage year on year in 2026. It considers this negative for Micro-Star because motherboard and VGA account for 40-50% of its revenue. For iPhone EMS, the report sees the new-product launch broadly in line with expectations. Hon Hai's August iPhone revenue fell month on month after a strong July pull-in and product transition, while Pegatron's increased as new models ramped. JPMorgan expects further EMS revenue growth with the product cycle and sees potential shipment upside from better-than-feared starting prices for new iPhone models. It identifies Largan as a beneficiary of variable-aperture adoption, Asia Vital Components of a larger vapor chamber, and Shin Zu Shing of foldable iPhones.

Analysis framework

JPMorgan combines August company sales data with ODM shipment guidance, its own quarterly shipment estimates and demand observations across AI servers, general servers, PCs and iPhone EMS. It compares actual momentum with prior estimates, then links shipment volumes, supply availability, ASPs, inventory and product transitions to company-level beneficiaries and relative preferences.

Methodology notes

  • Industry AnalysisSupply-demand framework

    Supply-demand analysis of server shipments and component availability

    The report contrasts underlying general-server demand growth of 35-40% with expected shipment growth of 20-30%, attributing the gap to component shortages and assessing the effects on backlog, pricing power and component suppliers.

  • Industry AnalysisVolume-price decomposition

    Shipment-volume and ASP analysis

    JPMorgan separates weaker PC unit shipments from expected memory-cost-driven ASP increases to explain why revenue may be partly protected even as ODM and OEM margins face pressure.

Asset mapping & comparison

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

  • Wiwynn Corp
    Top-ranked server ODM and beneficiary of AI-server and AWS ASIC momentum.
    Strengths
    Expected benefit from continued Trainium 3 ramp and strong AI-server demand.
    Comparison
    Ranked equal first with Wistron among server ODMs.
    Risks
    Potential 4Q26 shipment disruption from VR200 yield issues and component constraints.
  • Wistron Corporation
    Top-ranked server ODM with exposure to AI and general-server demand.
    Strengths
    Ranked equal first in JPMorgan's server-ODM preference order.
    Weaknesses
    Notebook ODM shipments are guided to decline 10-15% quarter on quarter in both 3Q26 and 4Q26.
    Comparison
    Ranked equal with Wiwynn, ahead of Hon Hai and Quanta.
    Risks
    PC demand weakness and supply constraints.
  • ASPEED Technology Inc.
    Key beneficiary of general-server strength.
    Strengths
    August sales rose 7% month on month and 118% year on year.
    Risks
    General-server supply constraints could limit shipment conversion.
  • Accton
    Beneficiary of AWS ASIC-server momentum and identified as attractively valued.
    Strengths
    August sales rose 4% month on month and 59% year on year.
    Risks
    Dependent on sustained ASIC-server ramp.
  • Micro-Star International Co., Ltd.
    PC and motherboard/VGA exposure facing a negative demand outlook.
    Strengths
    Motherboard shipments are expected to rise about 16% QoQ in 3Q26 from a low base.
    Weaknesses
    VGA shipments may decline by double digits QoQ; motherboard/VGA represent 40-50% of revenue.
    Comparison
    Ranked behind Lenovo and ASUSTek in the PC preference order.
    Risks
    Weak end demand and a lack of new products.
  • Lenovo Group Limited (0992.HK)
    JPMorgan's preferred PC name.
    Strengths
    Ranked first in the report's PC preference order.
    Weaknesses
    Sector PC demand is weakening.
    Comparison
    Preferred ahead of ASUSTek and Micro-Star.
    Risks
    PC inventory pre-build and soft end demand.

Key data

  • NVL72 rack shipment growth~20% QoQ in 3Q26Expected growth supported by stronger GB300 orders and improved production yields.
  • Total NVL72 rack shipments75k-80k units in 2026Raised from JPMorgan's previous 70k-80k estimate.
  • NVL72 rack shipments90k-95k units in 2027; 18% YoY growthForecast supported by US CSP capex and neocloud/enterprise AI demand.
  • General-server shipment growth20-30% YoY this yearBelow estimated underlying demand growth of 35-40% because of supply constraints.
  • Notebook ODM shipments-17% QoQ in 3Q26; -16% YoY in 20263Q26 estimate revised from a prior -12% QoQ forecast due to weaker end demand.
  • Top-three motherboard/VGA vendor shipmentsFlat to down QoQ in 4Q26; down mid-teens YoY in 2026Reflects lackluster end demand and limited new-product support.

Impact & implications

JPMorgan's sector view favors AI-server and general-server exposure, particularly Wiwynn, Wistron, selected upstream components and server brands with pricing power. It sees PC-related ODM, motherboard and VGA exposure as pressured by soft demand, inventory normalization and possible margin dilution, while the iPhone product cycle offers selective support.

Risks

  • Suboptimal VR200 yields could slow AI-server shipments in 4Q26 before momentum resumes in 1Q27.
  • Persistent component shortages could constrain general-server shipments despite strong underlying demand.
  • Weak PC end demand and inventory pre-build could prolong notebook shipment declines and pressure ODM and OEM margins.
  • Lack of new products and weak end demand could keep motherboard and VGA shipments sub-seasonal.

What to watch

  • GB300 order strength, production yields and the timing of the ODM transition into VR200.
  • AWS Trainium 3 ramp and ASIC-server revenue momentum through 4Q26.
  • Component availability, server order backlogs and CSP AI-inference demand.
  • Notebook ODM 4Q26 guidance, PC inventory normalization and the effect of memory-driven ASP increases on margins.
  • New iPhone demand and the pace of iPhone EMS production ramp.
Zhejiang ICP No. 2022035445-5
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