Dell’s $50bn AI backlog signals shift to on-premise infrastructure, setting stage for Meta
As Dell Technologies reports record earnings and a massive backlog, analysts argue the move away from hyperscaler clouds creates a long-term demand for Meta’s Llama models.
Dell Technologies has reported record earnings driven by a surge in artificial intelligence server revenue, with its order backlog now exceeding $50 billion. This financial performance highlights a structural shift in the technology sector, moving from dominance by hyperscalers towards localized corporate data centre construction. An opinion piece published on Yahoo Finance, originally appearing on Barchart, argues that this hardware buildout will benefit Meta Platforms, as mid-sized enterprises build isolated on-premise infrastructure to ensure data privacy.
The article posits that mid-sized enterprises are building isolated on-premise infrastructure due to data privacy concerns and legal restrictions on routing client transaction databases through public clouds. It claims that closed-source models, such as OpenAI’s GPT-4 or Google’s Gemini, cannot be downloaded onto local corporate servers, necessitating the use of open-source alternatives. Meta’s Llama models are identified as the primary open-source solution for these local deployments, potentially driving a long-term breakout in Meta’s stock valuation.
Meta currently trades at a forward price-to-earnings ratio of approximately 20 times, which the author describes as undervalued relative to the broader tech sector. The article notes that silicon packaging capacities in Taiwan have normalised, helping to clear previous hardware deficits. This logistical improvement has allowed companies like Dell and Hewlett Packard Enterprise to act as high-tech general contractors, delivering turnkey corporate data centres to businesses that were previously sidelined by chip shortages.
The piece compares Meta’s strategy to Google’s approach in the mobile era, giving away an operating system to establish an industrial standard. While Amazon reported fourth-quarter fiscal 2025 revenue of $213.4 billion, a 12% year-on-year increase, and Nvidia shares have seen heavy buying from institutions, the focus here is on the downstream software implications of Dell’s hardware boom. The argument suggests that as these local servers are deployed, their owners will have no choice but to load them with open-source software, making Meta the default choice.
Investors have penalized Meta stock over the past year for the lack of immediate monetisation from its open-source models. However, the article contends that the lack of explosive growth earlier was due to a lack of physical hardware to run the models. Now, with the infrastructure base actively being built by Dell and HPE, the conditions are set for Meta’s Llama family to become the undisputed standard for global business outside of Silicon Valley, transforming the currently undervalued tech giant into a long-term leader.
