Barclays downgraded Dell Technologies, Hewlett Packard Enterprise and NetApp to Equal Weight after their shares posted large gains. The analyst's concern was not that AI demand had disappeared, but that valuations had risen faster than a meaningful, broad-based earnings inflection.
For Dell, that caution collides with unusually large operating numbers. The company reported a record $60.9 billion of AI server orders in fiscal second-quarter 2027, $16.4 billion of AI server revenue and a $95 billion backlog. Its quarterly filing said AI-optimized server revenue doubled from a year earlier.
Backlog is evidence, not profit
A backlog measures contracted or expected business that has not yet become revenue. It supports visibility, but it does not show the margin earned when systems ship. AI servers can carry high component costs, working-capital needs and customer concentration. Dell has also warned that component inflation and product transitions can make shipment timing uneven.
HPE offers a similar contrast at a smaller scale. Its Cloud and AI business reported $7.7 billion of revenue, up 23%, and the company entered the following quarter with $5.9 billion of backlog. That confirms demand, while leaving the profitability and durability questions open.
What the downgrade actually says
Barclays cut its Dell target to $574 from $603 and its HPE target to $77 from $83, while keeping NetApp at $219. Targets are analyst estimates, not company forecasts. The useful signal is the change in rating after substantial share appreciation, not the precision of the dollar values.
Investors should compare backlog conversion with gross margin, operating cash flow and component commitments. If revenue converts without margin erosion, Dell can prove that AI infrastructure is an earnings inflection. If hardware costs absorb the growth, the analyst's caution gains weight.
The debate is no longer whether customers want AI servers. Dell's own results answer that. The question is how much economic value suppliers retain after paying for chips, memory, inventory and financing.