Meta Platforms (NASDAQ: META) has been pushing the envelope within the subject of synthetic intelligence (AI), integrating the know-how throughout its promoting and social media choices, aside from providing consumer-facing AI instruments resembling chatbots for companies.
Nevertheless, the corporate’s AI push comes at a large value. Meta is on observe to incur $115 billion to $135 billion in capital bills this 12 months, a rise of virtually 74% over final 12 months’s outlay on the midpoint. The corporate will spend a giant chunk of this cash buying AI accelerator chips from Nvidia (NASDAQ: NVDA), primarily based on the newest announcement from the 2 firms.
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Whereas Nvidia is ready to learn from Meta’s capital spending this 12 months, neocloud infrastructure supplier Nebius Group (NASDAQ: NBIS) is more likely to be one other winner.
Meta says it can buy “hundreds of thousands of Nvidia Blackwell and Rubin GPUs” this 12 months, along with deploying the chip large’s Arm-based Grace server central processing items (CPUs) in giant numbers. An vital level in Nvidia’s press launch was that Meta will faucet the previous’s cloud companions to deploy AI chip methods: “Meta will deploy industry-leading NVIDIA GB300-based methods and create a unified structure that spans on-premises knowledge facilities and NVIDIA Cloud Associate deployments to simplify operations whereas maximizing efficiency and scalability,” the corporate mentioned.
Nvidia’s cloud companions present full-stack {hardware} and software program options powered by the chip large’s chip methods, networking parts, and software program options. Nebius is part of this program. The neocloud firm provides entry to numerous Nvidia GPUs, such because the H200, the H100, and Blackwell methods, by charging hourly leases primarily based on clients’ wants.
Moreover, clients can run standard AI fashions for varied purposes on Nebius’ software program stack by buying tokens, that are the smallest items of information utilized by AI fashions to course of and generate AI workloads. The great half is that Meta is already a Nebius buyer, having awarded the latter a $3 billion contract in November 2025.
This five-year contract can be a key progress driver for Nebius, which additionally counts Microsoft as a serious buyer with a five-year contract price over $19 billion. Now that Meta is on observe to considerably increase its capex in 2026 and might be going to allocate a big chunk of the identical on Nvidia’s infrastructure choices, together with via the cloud companion community, Nebius’ income backlog will probably get higher.
