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AsiaPacificE
hqtutiys:R/e/swewr.ch
22April2026
AIServerODMs
KeyMarketDynamicsandCompetitiveHighlights
Inthisnote,weprovideanupdateontheAIserverODMsystemandmodulemarketsharematrix.Assystemintegrators,ODMsarekeyenablersforCSPAIinfrastructuredevelopment.ServerODMmarginsmaymoderateovertimeassiliconASPsrise,butprofitdollarsshouldclimbwithvolumeandMVAgrowth.Complexdesigncapabilitiesandfrequentproductupgradeskeepthecompetitivelandscapeconcentratedamongafewmajorplayers.NewAIarchitectures—suchasLPU,CPX,andVeraCPUrack—raisethebarforinnovationandexecution.HonHaiandQuantastandoutaspreferredpicksintheNVL72supplychain,whileCelesticaandWiwynnleadamongASICplays.WeexpecttheseODMstocaptureprofitgrowththroughscaleanddesignleadership.Keycatalystsincludeearningsprints,bettervisiblityintothe2027capexcycle,andhighercomplexityofserverarchitecture.
•UpsiderisktoUSCSPcapexgrowthin2026:Top-4CSPcapexguidanceimpliesUS$650+bnthisyearvs.~US$415bnin2025,andwebelievetheincremental~US$245bnislargelyfundinghigherGPUandmemorycontent.WithNVL72rackshipmentslikelyrisingto~65–70kunits(vs.~25–27klastyear)andAIASICservervolumesalsoexpanding,weexpectcapexbudgetstoberevisedhigheroverthenextfewquarters,potentiallyconvergingtowardstheimpliedFCF“ceiling”of~US$750–800bn.IncrementalcapexshouldbesupportiveofadvancedservermoduledemandandcontinuedAIinfrastructureinnovation.
•NvidiaGPUsupplychaindynamicsremainstable,withpotentialshareupsideforWiwynn:HonHaiandQuantaaretheprimaryNVL72racksuppliersformajorCSPs(~40–45%and~25–30%share,respectively),whileWiwynnisengagingOracleandMetaasapotential2ndsourceforVR200.WistronremainsheavilyleveragedtoDell,whereDellislookingtoaddCompalasanincrementalsupplier.OnGPUmodules,Nvidiacontinuestodual-sourceprimarilywithHonHaiandWistrongivendesignknow-howandexecution,andweseehighbarriersfornewentrantsgiventhecomplexityofmoduledesign.
•TPU/TrilliumandT3remainkeybrightspotsintheASICsupplychain:ASICserversarestructurallymorecustomized,which(alongsidelowersiliconASPs)tendstobemargin-supportiveforODMs.WealsoseelowODMswitchingriskatCSPsgivenlong-tenuredNPIpartnershipsandtheiterativenatureofeachplatformgeneration,whichhelpspreservedesigncontinuityandacceleratetime-to-market.Asvolumesscale,manufacturingmaybroadentosecond/thirdsources,butweexpecttheeconomicstoremainanchoredwiththeleadODMthatownsthedesignandNPI—keepingdesignleadershipandsupply-chainflexibilitycentraltocapturingincrementalupside.
Technology-Hardware
AlbertHungAC
(886-2)2725-9875
albert.hung@
J.P.MorganSecurities(Taiwan)Limited/J.P.
MorganSecurities(AsiaPacific)Limited/J.P.MorganBroking(HongKong)Limited
SamikChatterjee,CFAAC
(1-212)622-0798
samik.x.chatterjee@
J.P.MorganSecuritiesLLC
GokulHariharanAC
(852)2800-8564
gokul.hariharan@
J.P.MorganSecurities(AsiaPacific)Limited/J.P.MorganBroking(HongKong)Limited
AnthonyLeng
(886-2)2725-9240
anthony.leng@
J.P.MorganSecurities(Taiwan)Limited
Seepage4foranalystcertificationandimportantdisclosures,includingnon.USanalystdisclosures.
2
AlbertHungAC
(886-2)2725-9875
albert.hung@
AsiaPacificEquityResearch
22April2026
Figure1:Top4USCSPtotalcapex
700
600
500
400
300
200
100
0
62%65%59%
34%33%
18%
-1%
20192020202120222023202420252026
Top4USCSPtotalcapex(US$bn)YoY
70%
60%
50%
40%
30%
20%
10%
0%
-10%
Source:J.P.Morganestimates,Companydata.2026U.S.CSPcapexbasedoncompanyguidance.
Table1:JPMestimateNVL72rackshipments
GB200+300
Jan
Feb
Mar
1Q25
Apr
May
Jun
2Q25
Jul
Aug
Sep
3Q25
Oct
Nov
Dec
4Q25
Jan
Feb
Mar
1Q26
2025
2026
Honhai
50
100
250
400
450
500
550
1,500
1,100
1,450
1,650
4,200
1,800
1,900
2,100
5,800
2,000
1,900
2,800
6,700
11,900
28,900
Quanta
10
50
90
150
300
400
700
1,400
450
400
750
1,600
750
950
1,600
3,300
1,300
1,300
2,400
5,000
6,450
18,000
Wistron
100
40
10
150
150
950
700
1,800
550
200
600
1,350
300
1,300
900
2,500
950
1,500
1,550
4,000
5,800
14,000
Others
200
50
200
50
300
850
1,700
2,300
3,050
7,600
Total
900
5,000
8,000
13,300
18,000
27,200
68,500
Source:J.P.Morganestimates,Companydata.
Table2:AIserverODMmatrix-GPUmodule
GPUmodule
Major
Secondary
NvidiaOAM
HonHai
Wistron
NvidiaUBB
Wistron
HonHai
NvidiaLPU
HonHai
AMDMI300
OAM/UBB:Wistron
AMDMI400
OAM:Wistron
UBB:Sanmina
Source:J.P.Morganestimates.
Table3:AIserverODMmatrix-Nvidia’sGPUsystem
NvidiaNVL72
GB200
GB300
VR200
Major
Secondary
Major
Secondary
Major
Secondary
Microsoft
HonHai
Quanta
HonHai
Quanta
HonHai
Quanta
Meta
Quanta
HonHai
Quanta
HonHai
Quanta
HonHai,(Wiwynn)
Amazon
Quanta
HonHai
Quanta
HonHai,Jabil
Quanta
HonHai,Jabil
Quanta
Quanta
HonHai
Quanta
Oracle
HonHai
Quanta,Wiwynn,SMCI,Dell
HonHai
Quanta,SMCI
Quanta
HonHai,Wiwynn,(SMCI),(Dell),(Inventec)
Dell
Wistron(L10)
Wistron(L10)
Wistron(L10)
(Compal)
Source:J.P.Morganestimates.
AsiaPacificEquityResearch
22April2026
AlbertHungAC
(886-2)2725-9875
albert.hung@
3
Table4:AIserverODMmatrix-AMD’sGPUsystem
AMDGPUservers
MI300
MajorSecondary
MI400
MajorSecondary
Microsoft
ZTSystems
Quanta
Meta
Wiwynn
Wiwynn
Oracle
HonHai
HonHai
Source:J.P.Morganestimates.Note:Flex/InventecalsosuppliesCPUboardsfortheMI300/400system.
Table5:AIserverODMmatrix-ASICsystem
ASICservers
AI
CPU
Microsoft
Quanta
HonHai
Meta
Quanta
Amazon
T2:Wiwynn
T3:Wiwynn,Jabil,(HonHai)
HonHai,Jabil,Inventec(board)
Celestica(L6-L11),Flex(L6-L11),HonHai(L10.5),Inventec(L6)
HonHai(L10),Inventec(CPUboard)
OpenAI
Celestica
Source:J.P.Morganestimates.
AsiaPacificEquityResearch
22April2026
AlbertHungAC
(886-2)2725-9875
albert.hung@
4
CompaniesDiscussedinThisReport(allpricesinthisreportasofmarketcloseon22April2026,unlessotherwiseindicated)Celestica(CLS/$403.03[21April2026]/OW),HonHaiPrecision(2317.TW/NT$221.00/OW),QuantaComputerInc.(2382.TW/NT$335.00/OW),WiwynnCorp(6669.TW/NT$4,350.00/OW)
AnalystCertification:TheResearchAnalyst(s)denotedbyan“AC”onthecoverofthisreportcertifies(or,wheremultipleResearchAnalystsareprimarilyresponsibleforthisreport,theResearchAnalystdenotedbyan“AC”onthecoverorwithinthedocumentindividuallycertifies,
withrespecttoeachsecurityorissuerthattheResearchAnalystcoversinthisresearch)that:(1)alloftheviewsexpressedinthisreport
accuratelyreflecttheResearchAnalyst’spersonalviewsaboutanyandallofthesubjectsecuritiesorissuers;and(2)nopartofanyofthe
ResearchAnalyst'scompensationwas,is,orwillbedirectlyorindirectlyrelatedtothespecificrecommendationsorviewsexpressedbythe
ResearchAnalyst(s)inthisreport.ForallKorea-basedResearchAnalystslistedonthefrontcover,ifapplicable,theyalsocertify,asperKOFIArequirements,thattheResearchAnalyst’sanalysiswasmadeingoodfaithandthattheviewsreflecttheResearchAnalyst’sownopinion,
withoutundueinfluenceorintervention.
AllauthorsnamedwithinthisreportareResearchAnalystswhoproduceindependentresearchunlessotherwisespecified.InEurope,SectorSpecialists(SalesandTrading)maybeshownonthisreportascontactsbutarenotauthorsofthereportorpartoftheResearchDepartment.
ImportantDisclosures
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s
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r
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DateRatingPrice($)PriceTarget
($)
125.0280.5692.14160.10173.37242.68301.82
381.94
166
105
115
170
225
295
360
410
OW
OW
OW
OW
OW
OW
OW
OW
21-Feb-2517-Apr-2525-Apr-2517-Jul-2529-Jul-2508-Sep-2528-Oct-2516-Apr-26
Date
Rating
Price(NT$)PriceTarget
(NT$)
12-May-23
OW
105.00
115
15-Aug-23
OW
110.00
120
15-Mar-24
OW
121.00
140
27-Mar-24
OW
142.00
170
15-May-24
OW
172.00
200
09-Jul-24
OW
226.50
260
14-Aug-24
OW
181.00
250
16-Mar-25
OW
170.00
225
15-May-25
OW
163.00
210
08-Aug-25
OW
194.50
230
15-Aug-25
OW
199.50
240
30-Sep-25
OW
219.50
270
13-Nov-25
OW
251.00
285
17-Mar-26
OW
216.50
270
Date
Rating
Price(NT$)PriceTarget
(NT$)
08-May-23
OW
89.60
106
11-May-23
OW
91.70
112
21-Jun-23
OW
145.00
170
13-Aug-23
OW
223.50
280
12-Nov-23
N
213.50
210
16-Mar-24
N
257.50
230
16-May-24
N
287.00
260
09-Jul-24
OW
319.50
380
28-Feb-25
OW
250.50
370
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DateRatingPrice(NT$)PriceTarget
10-May-2318-Jul-2308-Aug-2328-Feb-2408-May-2409-Jan-25
09-Aug-2516-Oct-2510-Dec-25
(NT$)
N
1115.00
1,135
N
1870.00
2,000
OW
1665.00
2,100
OW
2120.00
2,400
OW
2345.00
2,850
OW
2755.00
3,300
OW
2890.00
3,500
OW
3795.00
5,000
OW
4520.00
5,900
Thechart(s)showJ.P.Morgan'scontinuingcoverageofthestocks;thecurrentanalystsmayormaynothavecovereditovertheentireperiod.
J.P.Morganratingsordesignations:OW=Overweight,N=Neutral,UW=Underweight,NR=NotRated
ExplanationofEquityResearchRatings,DesignationsandAnalyst(s)CoverageUniverse:
J.P.Morganusesthefollowingratingsystem:Overweight(overthedurationofthepricetargetindicatedinthisreport,weexpectthisstockwilloutperformtheaveragetotalreturnofthestocksintheResearchAnalyst’s,ortheResearchAnalyst’steam’s,coverageuniverse);Neutral(overthedurationofthepricetargetindicatedinthisreport,weexpectthisstockwillperforminlinewiththeaveragetotalreturnofthestocksintheResearchAnalyst’s,ortheResearchAnalyst’steam’s,coverageuniverse);andUnderweight(overthedurationofthepricetargetindicatedin
thisreport,weexpectthisstockwillunderperformtheaveragetotalreturnofthestocksintheResearchAnalyst’s,ortheResearchAnalyst’s
team’s,coverageuniverse.NRisNotRated.Inthiscase,J.P.Morganhasremovedtheratingand,ifapplicable,thepricetarget,forthisstock
becauseofeitheralackofasufficientfundamentalbasisorforlegal,regulatoryorpolicyreasons.Thepreviousratingand,ifapplicable,the
pricetarget,nolongershouldbereliedupon.AnNRdesignationisnotarecommendationorarating.Somestocksundercoveragehavearatingbutnopricetarget;inthesecases,weexpectthestockwilloutperform/performinline/underperformtheaveragetotalreturnofthestocksintheResearchAnalyst’s,ortheResearchAnalyst’steam’s,coverageuniverseoftherelevantdurationoftheregion.InourAsia(ex-Australiaandex-India)andU.K.small-andmid-capEquityResearch,eachstock’sexpectedtotalreturniscomparedtotheexpectedtotalreturnofabenchmarkcountrymarketindex,nottothoseResearchAnalysts’coverageuniverse.IfitdoesnotappearintheImportantDisclosuressectionofthisreport,thecertifyingResearchAnalyst’scoverageuniversecanbefoundonJ.P.Morgan’sResearchwebsite,
.
CoverageUniverse:Hung,Albert:ASPEEDTechnologyInc.(5274.TWO),ASUSTekComputer(2357.TW),CompalElectronics,Inc.
(2324.TW),DeltaElectronics,Inc.(2308.TW),Inventec(2356.TW),LenovoGroupLimited(0992)(0992.HK),Lotes(3533.TW),Micro-StarInternationalCo.,Ltd.(2377.TW),PegatronCorp(4938.TW),QuantaComputerInc.(2382.TW),VNETGroup(VNET),WistronCorporation(3231.TW),WiwynnCorp(6669.TW)Chatterjee,Samik:Amphenol(APH),Apple(AAPL),Arista(ANET),CDW(CDW),Calix(CALX),Celestica(CLS),Ciena(CIEN),Cisco(CSCO),CoherentCorp(COHR),Corning(GLW),DellTechnologies(DELL),Everpure(P),F5Inc
(FFIV),Fabrinet(FN),FlexLtd(FLEX),HPInc(HPQ),HewlettPackardEnterprise(HPE),IngramMicro(INGM),JabilInc(JBL),KeysightTechnologies(KEYS),Lumentum(LITE),Mobileye(MBLY),NetApp,Inc.(NTAP),Nutanix(NTNX),Qualcomm(QCOM),Sanmina
(SANM),Seagate(STX),SuperMicro(SMCI),TEConnectivity(TEL),Teradyne(TER),VistanceNetworks(VISN),WesternDigital(WDC),WolfspeedInc(WOLF),XeroxHoldingsCorp(XRX)Hariharan,Gokul:ASETechnologyHoldingCoLtd(3711.TW),ASMPTLtd(0522)(0522.HK),AlchipTechnologies(3661.TW),ChipbondTechnology(6147.TWO),GDSHoldings(GDS),GUC(3443.TW),HonHaiPrecision(2317.TW),MediaTekInc.(2454.TW),NovatekMicroelectronicsCorp.(3034.TW),PowerchipSemiconductorManufacturingCorp.
(6770.TWO),SMIC(0981)(0981.HK),SiliconMotion(SIMO),TSMC(2330.TW),UMC(2303.TW),VanguardInternationalSemiconductorCorp.(5347.TWO),Xiaomi(1810)(1810.HK)
J.P.MorganEquityResearchRatingsDistribution,asofApril04,2026
Overweight
(buy)
Neutral
(hold)
Underweight
(sell)
J.P.MorganGlobalEquityResearchCoverage*
51%
37%
12%
IBclients**
83%
79%
74%
JPMSEquityResearchCoverage*
49%
39%
13%
IBclients**
94%
93%
85%
*Pleasenotethatthepercentagesmaynotaddto100%becauseofrounding.
**Percentageofsubjectcompanieswithineachofthe"buy,""hold"and"sell"categoriesforwhichJ.P.Morganhasprovided
7
investmentbankingserviceswithintheprevious12months.
ForpurposesofFINRAratingsdistributionrulesonly,ourOverweightratingfallsintoabuyratingcategory;ourNeutralratingfallsintoaholdratingcategory;andourUnderweightratingfallsintoasellratingcategory.PleasenotethatstockswithanNRdesignationarenotincludedinthetableabove.Thisinformationiscurrentasoftheendofthemostrecentcalendarquarter.
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pleaseseethemostrecentcompany-specificresearchreportat
,
contacttheprimaryanalystoryourJ.P.
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consult:
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Australia:J.P.MorganSecuritiesAustraliaLimited(“JPMSAL”)(ABN61003245234/AFSLicenceNo:238066)isregulatedbythe
AustralianSecuritiesandInvestmentsCommissionandisaMarketParticipantofASXLimited,aClearingandSettlementParticipantofASX
ClearPtyLimitedandaClearingParticipantofASXClear(Futures)PtyLimited.ThismaterialisissuedanddistributedinAustraliabyoron
behalfofJPMSALonlyto"wholesaleclients"(asdefinedinsection761GoftheCorporationsAct2001).Alistofallfinancialproductscoveredcanbefoundbyvisiting
/research/disclosures.
J.P.MorganseekstocovercompaniesofrelevancetothedomesticandinternationalinvestorbaseacrossallGlobalIndustryClassificationStandard(GICS)sectors,aswellasacrossarangeofmarketcapitalisation
sizes.Ifapplicable,inthecourseofconductingpublicsideduediligenceonthesubjectcompany(ies),theResearchAnalystteammayattimesperformsuchdiligencethroughcorporateengagementssuchassitevisits,discussionswithcompanyrepresentatives,managementpresentations,etc.ResearchissuedbyJPMSALhasbeenpreparedinaccordancewithJ.P.MorganAustralia’sResearchIndependencePolicywhichcanbe
foundatthefollowinglink:
J.P.MorganAustralia-ResearchIndependencePolicy.
Brazil:BancoJ.P.MorganS.A.is
regulatedbytheComissaodeValoresMobiliarios(CVM)andbytheCentralBankofBrazil.Ombudsman
J.P.Morgan0800-7700810(ForHearingImpaired)/
ouvidoria.jp.morgan@.
Canada:J.P.MorganSecuritiesCanadaInc.isaregisteredinvestmentdealer,regulatedbytheCanadianInvestmentRegulatoryOrganizationandtheOntarioSecuritiesCommissionandistheparticipatingmemberonCanadianexchanges.ThismaterialisdistributedinCanadabyoronbehalfofJ.P.MorganSecuritiesCanadaInc.
Chile:InversionesJ.P.MorganLimitadaisanunregulatedentityincorporatedinChile.
China:J.P.MorganSecurities(China)CompanyLimitedhasbeenapprovedbyCSRCtoconductthesecuritiesinvestmentconsultancybusiness.
Colombia:BancoJ.P.MorganColombiaS.A.is
supervisedbytheSuperintendenciaFi
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