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The Decoder:AI News· Maximilian Schreiner·· 14 天前AI 评分68

AI 算力云行业洗牌将至,Nvidia 利益牵涉最深

The neocloud shakeout is coming, and Nvidia has the most to lose

文章要点
  • 1数据中心与 neocloud 行业高管预计,数百家涌入的 AI 算力云厂商几年后只会剩 7 到 10 家。
  • 2过去一周 Firmus 撤回 IPO,CoreWeave 股价下跌约 20%,市值蒸发四分之一,信用风险指标创纪录。
  • 3Nvidia 7 月季度数据中心收入的 45% 来自 neocloud 等非超大规模客户,达 400 亿美元,同比翻倍以上。
  • 4Gartner 预计 2030 年前 80% 独立 neocloud 将无法独立运营,Bernstein 估计北美宣布的容量仅 35% 会建成。
决策要点

AI 算力云的产能竞赛由外部融资和 Nvidia 输血共同支撑,行业正从跑马圈地转入淘汰整合期。

  • 影响:采购 AI 算力的企业需要把供应商存活率和容量承诺兑现纳入合同风险评估;若如 Nadella 预期出现算力过剩,价格下行会改善议价空间;Nvidia 约 45% 的数据中心收入依赖这批厂商,其供货与定价策略也可能随之调整。
  • 参考:可考虑复核在用 neocloud 供应商的资金与交付进展,在长约中加入容量替代或违约补偿条款;算力采购计划值得对比 neocloud 与超大规模云两条渠道的价格与风险,再决定锁定周期长短。
  • 依据:两位行业高管预计几年后仅剩 7 到 10 家;Gartner 预计 2030 年前 80% 独立 neocloud 停止独立运营,Bernstein 估计北美宣布容量仅 35% 会建成;Nadella 的 2027 过剩说属其个人判断。
正文

After a week of plunging stock prices and scrapped IPO plans, industry executives expect a shakeout among up-and-coming AI cloud providers. Nvidia has a lot riding on how it plays out.

Hundreds of AI cloud providers are rushing into the market right now. Two executives from the data center and neocloud industries told The Information that only seven to ten of them will still be around in a few years. Several executives think consolidation is inevitable.

Their predictions come after a week in which some investors lost confidence in the so-called "neoclouds." Australian provider Firmus abruptly pulled its IPO, and shares of CoreWeave and its smaller rivals fell about 20 percent, according to The Information. Bloomberg reports that CoreWeave lost a quarter of its market value, while a measure of its credit risk hit a record high.

"We'll definitely see consolidation," said David Driggers, CEO of neocloud provider Cirrascale. He expects deep-pocketed asset managers, along with telecom and fiber companies, to "pick up a neocloud here, a neocloud there."

British provider Nscale shows how shaky things have gotten. According to The Telegraph, Microsoft pulled out of a data center deal in Loughton, England, where it had planned to lease 23,000 Nvidia chips. Utility providers don't expect power at the site until the 2030s. Nscale said its relationship with Microsoft remains "strong and long-term."

At the same time, some investors are pushing to cut Nscale's target market cap from about $30 billion to between $16 billion and $19 billion, Bloomberg reports, citing people familiar with the matter.

Nvidia's sales depend on the neoclouds that build their own data centers

Not every bankruptcy would hit equally hard, according to The Information. CoreWeave mostly leases its data centers, so those sites could find new tenants more easily. Nebius, IREN, and Nscale build their own facilities. If they run into financial trouble, the buildout itself could stall, and Nvidia's sales along with it.

Neoclouds matter to Nvidia because its biggest customers are developing their own chips. The customer segment outside the hyperscalers, which includes the neoclouds, brought in $40 billion in the July quarter. That's 45 percent of Nvidia's data center revenue and more than double the figure from a year earlier.

Nvidia is propping up the industry with equity investments, chip allocations, loan guarantees, and customer leads. A team led by Jensen Huang's son-in-law, Nico Caprez, is now even helping neoclouds find sites with available power. Nvidia has also changed its loan guarantees, according to one executive. Larger neoclouds turned down the first offer, which Nvidia made in exchange for a share of their future revenue. It now offers shorter terms for a smaller cut.

Analysts and rivals doubt most neoclouds will survive

Analysts aren't convinced many of these providers can last. Gartner predicts that 80 percent of independent neoclouds will "cease independent operations" by 2030. Bernstein estimates that only 35 percent of the data center capacity announced in North America will ever get built, according to Bloomberg.

The criticism is also coming from inside the industry. CoreWeave CEO Michael Intrator blames smaller rivals like Firmus, Lambda, and Nscale for the turmoil, Bloomberg reports. In a memo to employees, he wrote that they're "trying to raise enormous amounts of capital without the execution, revenue, scale, or software solutions that CoreWeave delivers to its customers."

Even if every project gets built, there's another problem. One neocloud executive said it's a given that compute supply will eventually outstrip demand. Microsoft CEO Satya Nadella made a similar argument on a podcast in late February 2025. He said he expected an oversupply of compute starting in 2027 and that the industry was too focused on supply instead of actual demand. "The only thing that's going to happen with all these data centers is that prices will fall," Nadella said.

Around that time, Microsoft canceled or delayed data center projects in the UK and several US states, including Ohio. Microsoft is still a key customer for Nscale. According to The Telegraph, more than 40 percent of Nscale's $103 billion in contracted revenue comes from Microsoft.

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来源:The Decoder:AI News · the-decoder.com