Meta Platforms Inc has moved rapidly to expand its compute footprint, contracting in excess of 5GW of datacenter capacity across cloud and colocation in the first half of 2026. A research note from SemiAnalysis argues this activity is only part of a broader acceleration and warns that Meta's 2027 capital spending could be "shockingly high," countering narratives that the company's expansion will simply cannibalize neocloud rivals.
The SemiAnalysis view arrived as neocloud names felt pressure. CoreWeave Inc and Nebius Group NV were singled out as the most exposed public companies; both reportedly slid more than 6% on July 1 after news circulated that Meta was considering monetizing excess AI compute by launching a cloud offering. Since then, CoreWeave has traded higher in the session, up about 4.8%, a move SemiAnalysis suggests reflects investors reassessing the initial selloff.
SemiAnalysis pushed back decisively on the market reaction. The firm wrote that claims of an imminent slowdown in Meta's datacenter procurement are incorrect, and that the company will in fact accelerate purchases. SemiAnalysis noted that almost 10GW of deals have been signed since early 2024 and that a majority of capacity additions are now flowing through third-party providers. From the firm's perspective, Meta will be a significant source of remaining performance obligation (RPO) growth for specialized providers such as CoreWeave and Nebius.
To explain why Meta would continue to buy large amounts of compute, SemiAnalysis outlines four high-margin use cases that it says justify ongoing aggressive procurement.
- Meta Superintelligence Labs - SemiAnalysis identifies this internal lab as the primary destination for incremental capacity, stating it has not abandoned frontier model training and remains the main sink for added compute.
- Ads recommendation systems - The firm cites a planned 10x scaling of Meta's ad recommendation infrastructure. That expansion, SemiAnalysis argues, requires both training and inference compute and has already been a major element in the company's revenue re-acceleration.
- Reported Anthropic arrangement - SemiAnalysis refers to media reports that Meta is in final talks to secure private instances of Anthropic's Claude, in a structure analogous to other private-instance arrangements. The firm projects such a contract could resemble a roughly $10 billion compute deal with 90-day cancellation options on both sides, mirroring the contractual framework seen in recent industry agreements. The note stresses that neither Meta nor Anthropic has confirmed the discussions.
- On-demand SpaceX-style compute - SemiAnalysis describes potential short-notice, high-price on-demand compute deals similar to SpaceX's approach. The analysts estimate Meta could earn more than $10 billion annually by allocating 200MW of capacity to external customers at SpaceX-equivalent pricing of roughly $50 billion per gigawatt per year. The note contends that such pricing and contractual flexibility are structurally difficult for traditional neocloud providers to match because their financing typically requires multi-year offtake commitments to underwrite large cluster builds.
The research note also mentions Oracle Corporation as the only other company with gigawatts of existing compute that would be positioned for SpaceX-type deals, but frames Oracle as a cautionary example. SemiAnalysis says Oracle has "failed to capitalize" on that positioning, noting the company's stock is down roughly 38% over the past year and trading at about $143.33. By contrast, SemiAnalysis highlights Meta's rapid datacenter expansion using a "tent" construction method the firm first tracked a year ago and says this approach has proliferated across the United States.
Market reaction to the broader story has been mixed. Meta shares are trading about 2.2% higher on the session referenced, but remain below the company's 52-week high. The stock experienced a sharp decline after Meta's Q1 2026 earnings release on April 29, despite the company reporting earnings per share of $10.44 versus consensus of $6.65, and revenue of $56.31 billion that beat forecasts. The selloff at that time was widely attributed to investor concern over elevated capital expenditure guidance, making SemiAnalysis's projection of a stepped-up 2027 capex profile a potential point of continued investor scrutiny.
The next calendar milestones for validating SemiAnalysis's thesis are approaching. Meta is scheduled to report Q2 2026 results on July 29, with consensus estimates calling for EPS of $7.17 on revenue of $60.19 billion. Investors will be watching for any updated capex framework and for management commentary about the company's cloud monetization strategy or any potential partnership with Anthropic. For the neocloud ecosystem, CoreWeave's Q2 2026 earnings, tentatively set for August 18, will provide another data point: commentary on its remaining performance obligation pipeline and incoming deal flow should indicate whether Meta's procurement is translating into concrete third-party contract wins as SemiAnalysis expects, or whether competitive threats from Meta's own cloud ambitions are beginning to weigh on neocloud backlogs.
Contextual note: This article reports the SemiAnalysis argument and market movements as described. It does not present confirmation from Meta or Anthropic regarding reported talks, nor does it introduce additional forecasts beyond those stated in the cited research note and consensus estimates for upcoming earnings.