Agentic AI lifts traditional server demand; DELL seen as the biggest beneficiary
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Agentic AI lifts traditional server demand; DELL seen as the biggest beneficiary
Bernstein believes Agentic AI will boost CPU server demand, while SMCI's compliance overhang may push cloud, enterprise and sovereign customers toward DELL and HPE, with DELL best positioned thanks to scale, financing capacity and customer coverage.
- Agentic AI inference involves tool calling, retrieval, routing, memory and verification loops, making it more dependent on CPUs and general-purpose compute than training or simple chatbot inference.
- SMCI FQ3'26 EPS beat was mainly driven by margin improvement and a change in revenue mix, but AI server share fell from 90% to 80% and data center customer share from 84% to 72%.
- Bernstein raised DELL FY28 EPS to $16.47, increased the valuation multiple from 14x to 17x, and lifted the target price to $280, reiterating Outperform.
- HPE's target price was raised from $21 to $35, with the valuation multiple increased from 8x to 12.5x FY27 EPS, while the rating remains Market-Perform.
- SMCI faces compliance, reputation, data center order delay and potential soft-cancellation risk; risk/reward is seen as tilted to the downside, and the rating remains Market-Perform.
Report interpretation
Overview
This report discusses the impact of Agentic AI on the next phase of AI infrastructure buildout, and the investment implications for the three server OEMs DELL, HPE and SMCI. The core view is that Agentic AI will increase demand for CPU-intensive traditional servers, while SMCI's recent compliance and reputation issues could prompt customers to reassess supplier risk, creating share-shift opportunities for DELL and HPE.
Core views
Bernstein sees DELL as the clearest beneficiary because of its leading AI infrastructure scale, strong financing capabilities, deep customer relationships, and well-developed deployment and support system, which position it to capture demand migrating away from SMCI from cloud, enterprise and sovereign customers. HPE should also benefit from a recovery in traditional server demand and a higher share in enterprise and sovereign accounts, but its upside in cloud AI server opportunities is less attractive than DELL's. Although SMCI beat FQ3'26 EPS expectations, the quality of growth is questionable, with declines in AI server and data center customer mix; from FQ4 onward it may face more direct pressure from compliance scrutiny, order delays and customer attrition.
Analysis framework
The report combines a theme-driven and company-comparative approach: it first analyzes how Agentic AI workloads lift the TAM for CPU servers, then uses SMCI's quarterly revenue mix, customer mix and margin changes to assess server demand and share-transfer direction, and finally derives DELL, HPE and SMCI target prices and rating conclusions through EPS forecast revisions and valuation multiple re-rating.
Methodology notes
Agentic AI inference is more CPU-intensive than traditional training or simple chatbot inference.
Agentic AI involves multi-step task execution, tool calling, retrieval, routing, memory, context management and verification loops, so it requires more general-purpose compute and orchestration capability, which could expand the demand base for traditional CPU servers.
Compliance and reputational risk may prompt customers to reassess server vendors.
Cloud, enterprise and sovereign customers place significant weight on vendor governance, financing capacity, deployment capability and compliance risk when rolling out large-scale infrastructure; SMCI's compliance overhang may cause some demand to shift to DELL and HPE.
Target prices are calculated based on forward EPS and target P/E multiples.
DELL's target price is derived from 17x FY28 EPS of $16.47, implying $280; HPE's target price is derived from 12.5x FY27 EPS, implying $35; SMCI is valued at 13.2x FY27 EPS of $2.80, implying $37.
Asset mapping & comparison
Structured mapping from thesis to named assets (strengths, weaknesses, peers, risks).
- DELLlargest beneficiary
- Strengths
- Leading AI infrastructure scale, strong financing capabilities, deep customer relationships, and a mature deployment and support system that can serve cloud, enterprise and sovereign customers.
- Weaknesses
- AI servers may face greater ODM competition, and the PC and traditional server businesses are cyclical.
- Comparison
- Compared with HPE, DELL is better positioned to participate in large cloud and neocloud infrastructure deals; compared with SMCI, DELL is stronger in compliance, financing and enterprise customer trust.
- Risks
- Storage portfolio adjustments and cost cuts could hurt customer relationships; a digestion period in the AI server market may weigh on demand from tier-2 cloud and startup customers.
- HPEsecondary beneficiary
- Strengths
- Strong relationships with enterprise and sovereign infrastructure customers, and governance and long-cycle project experience that can help capture some of the demand leaving SMCI.
- Weaknesses
- Lower participation in cloud AI server and neocloud opportunities, with less upside than DELL.
- Comparison
- Compared with DELL, HPE has weaker financing and large-scale AI infrastructure execution capabilities; compared with SMCI, HPE has stronger compliance credibility with enterprise and sovereign customers.
- Risks
- Execution missteps in the server business or a poor Juniper integration could weigh on performance and create opportunities for competitors to win key accounts.
- SMCIrisk under pressure
- Strengths
- Still has a strong position in AI servers and could continue to benefit from AI server market expansion if it can repair trust and maintain customer momentum.
- Weaknesses
- Compliance and reputation issues, customer risk reassessment, data center delays, declining AI server mix and insufficient sustainability in enterprise growth.
- Comparison
- Compared with DELL and HPE, SMCI is weaker in governance, financing, support systems and lifecycle services for large enterprise customers.
- Risks
- New accounting issues, concerns tied to avoiding US-China trade restrictions, soft cancellations, GPU supply risk and FQ4 results missing guidance.
Key data
- DELL target price$280Raised from the prior target price of $220; rating reiterated as Outperform. The valuation multiple increased from 14x FY28 EPS to 17x.
- DELL FY28 EPS$16.47Raised by about 3% on stronger traditional server demand and AI server share gains.
- HPE target price$35Raised from the prior target price of $21; rating maintained at Market-Perform. The valuation multiple increased from 8x FY27 EPS to 12.5x.
- SMCI target price$37Based on 13.2x FY27 EPS of $2.80; rating maintained at Market-Perform.
- SMCI FQ3'26 non-GAAP EPS$0.8434% above consensus, but mainly driven by margin improvement and a change in revenue mix.
- SMCI gross margin10.1%Rebounded from 6.4% in the prior quarter, supported by a higher mix of traditional servers and enterprise customers.
- SMCI AI server revenue mix80%Down from 90%, the first decline in 10 quarters.
- SMCI data center customer mix72%Down from 84%; enterprise customer mix rose from 16% to 28%.
- SMCI Q3 revenue$10.2B vs $12.4B expectedManagement said the gap was due to delays in data center readiness; the report sees risk of soft cancellations or compliance-driven deferrals.
Impact & implications
The investment implication is that the AI infrastructure theme may expand beyond pure GPU training clusters to a broader wave of CPU server and traditional server refresh demand. DELL, with its scale, financing, customer relationships and delivery capabilities, is seen as the best name to capture incremental demand and share lost by SMCI; HPE should benefit as well but with less operating leverage; SMCI must prove in FQ4 that the order delays are not demand loss or a compliance impact, otherwise earnings and valuation could come under pressure.
Risks
- Downside risks for DELL include customer loss from storage portfolio changes and cost cuts, further ODM-ization of the AI server market, a digestion period in AI server demand that hurts the buyer base, and weakness in the PC and traditional server cycles.
- Upside risks for HPE include a new management team improving execution and the Juniper acquisition delivering better-than-expected revenue or cost synergies; downside risks include continued server execution missteps or Juniper integration issues.
- Upside risks for SMCI include turning its early AI server advantage into sustainable credibility and share gains, and working-capital improvement leading to stronger free cash flow; downside risks include new accounting issues, concerns related to trade restrictions and a customer trust crisis.
- If the pull from Agentic AI on CPU server demand is weaker than expected, the expansion in the traditional server TAM and the re-rating of DELL and HPE may lack support.
What to watch
- DELL's May 28, 2026 earnings report for signs in AI servers, traditional servers, financing receivables and cloud customer orders.
- HPE's June 1, 2026 earnings report for server demand, enterprise and sovereign customer growth, and Juniper integration progress.
- SMCI FQ4'26 revenue, EPS, gross margin, AI server mix, data center customer mix and management guidance.
- Whether SMCI's so-called data center readiness delays turn into revenue recovery or instead evolve into soft cancellations or customer attrition.
- Signals on CPU demand related to Agentic AI, including updated commentary from CPU vendors such as AMD, Intel and Arm on server CPU TAM and the CPU/GPU mix.