What Is a Neocloud? The GPU Clouds Powering the AI Boom
Specialist GPU cloud providers known as neoclouds are under heavy pressure after Gartner predicted more than 80% will stop operating independently by 2030.
Neoclouds are specialist cloud providers that rent clusters of Nvidia GPUs to AI labs, startups and Big Tech firms. Many have crypto roots, with CoreWeave starting as an Ethereum miner and Bitcoin miners signing AI hosting deals worth billions with major tech companies.
The neocloud model focuses on three scarce resources: chips, power and capital. These companies buy large numbers of Nvidia GPUs, secure massive electricity supplies, and often finance their operations with debt backed by the chips themselves and long-term customer contracts.
The sector faces significant financial challenges.
Market collapse
On October 14, 2026, Gartner predicted that "cost pressure and a lack of a differentiating business model" will force more than 80% of neocloud providers to stop operating independently by 2030. The firm also estimated that more than $3.5 trillion of AI infrastructure spending could be exposed to impairment by the end of 2030.
Credit markets have grown nervous too. By October 21, 2026, CoreWeave's unsecured debt was yielding about 15%, and the cost of insuring its bonds against default had risen 30% in a month. Its shares were down 29% for October, leaving the company valued at about $34 billion, against a peak of about $90 billion in 2025.
Nebius fell 27% over the same period, even though it carries far less net debt, and IREN fell 32%.
Strong demand
Despite the market turmoil, demand for AI computing remains strong. CoreWeave co-founder Brannin McBee said nearly all of the company's 2027 capacity is already sold, with contracts running into 2028 and beyond.
Major tech companies continue to partner with neoclouds. Microsoft signed a roughly $9.7 billion, five-year GPU cloud contract with IREN, while Amazon Web Services signed a 15-year, roughly $5.5 billion lease with Cipher, a Bitcoin miner turned AI host. Google guarantees Fluidstack's lease payments on sites run by TeraWulf and Cipher.
The sector also gives Bitcoin miners a second life. In the two years to July 2026, miners contracted roughly 7 gigawatts of power capacity across 19 deals worth more than $135 billion to hyperscalers, neoclouds and chipmakers.
Future uncertain
Whether neoclouds stay independent or end up owned by bigger players remains an open question. The bull case suggests that demand for AI compute remains high, but the critical issue is whether these companies can earn enough from it to pay back their debts.
Neoclouds are conventional companies, not blockchains, so they don't issue native tokens. Their closest crypto equivalents are decentralized physical infrastructure networks (DePIN) such as Render, Akash and io.net, which use tokens to pay for GPU compute in a peer-to-peer model.
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