According to Woofun AI, Barclays PLC (BCS.US) downgraded Dell Technologies Inc (DELL.US) from Overweight to Neutral, triggering an 11.27% single-day drop in its share price.

This move directly challenged the optimistic signals that Michael Dell had previously conveyed to CNBC, bringing the opposing views between the two sides on AI infrastructure demand into the open.

Barclays PLC (BCS.US) believes that the market has not seen a substantive inflection point in enterprise AI spending; instead, short-term supply chain factors have distorted the appearance of growth.

An in-depth analysis of Barclays PLC's (BCS.US) bearish logic centers on re-attributing the drivers of revenue.

On October 14, analyst Tim Long simultaneously downgraded Hewlett Packard Enterprise Co (HPE.US) and NetApp Inc (NTAP.US), pointing out that the growth of these three companies did not stem from an explosion in AI applications, but was constrained by a global memory shortage.

Data compiled by Woofun AI shows that enterprises typically allocate only 5% of their IT budgets to artificial intelligence, and hardware accounts for only one quarter of total AI spending.

Long emphasized in the report that strong revenue is more a result of elevated memory costs, and once memory prices return to normal and decline, related infrastructure revenue will come under pressure.

Based on this, Barclays PLC (BCS.US) lowered its target price for Dell Technologies Inc (DELL.US) from $603 to $574, still about 13% above the October 14 closing price of $507.93; at the same time, it cut its target price for Hewlett Packard Enterprise Co (HPE.US) from $83 to $77, which still implies about 22% upside compared with the closing price of $63.11.

Faced with the institution's cautious stance, Dell Technologies Inc (DELL.US) management insists on a strong demand-side narrative.

Although the stock has surged 303.5% so far in 2026 and the current level is nearly 14% below the all-time high closing price of $588.40 set on September 17, Michael Dell still denies the existence of a bubble.

In an interview with CNBC on October 13, he pointed out that demand in the AI computing field still exceeds supply, and insufficient supply is the norm.

He observed that large-scale AI use, previously limited to frontier labs and specific enterprises, is now spreading to the broader corporate world, but this is only the beginning, and a large amount of infrastructure will be put into use in the future.

This supply-demand imbalance constitutes the core basis for his rejection of bubble concerns.

Market focus has now shifted to the upcoming third-quarter earnings validation.

Whether Barclays PLC's (BCS.US) forecast or the CEO's judgment is more accurate will depend on the disclosure of actual financial data.

Dell Technologies Inc (DELL.US) is expected to report revenue of $49 billion for the quarter, a year-over-year increase of 81%.

If this astonishing growth rate is delivered, it will strongly support management's view that demand continues to expand; conversely, if growth is weak, it may confirm Barclays PLC's (BCS.US) concern that growth is driven by memory costs rather than an explosion in AI applications.