Alibaba shares jump 7% on 20,000-chip Moonshot AI cloud deal

Alibaba Group's reported deal to give AI startup Moonshot access to a cluster of roughly 20,000 Nvidia chips sent its Hong Kong shares up as much as 7 percent, as investors bet the arrangement turns idle cloud capacity into a growth engine. The stock traded at HK$124.30, with volume reaching HK$9.06 billion.

"This is Alibaba monetizing its chip inventory at a time when its cloud business needs a visible demand signal," said Bill Birmingham, managing director at REX Financial.

Bloomberg reported the cluster, built on Nvidia's Hopper-generation H200 processors, would power training and operation of Moonshot's Kimi series models. Alibaba denied supplying H200 chips specifically, calling the claim "completely unfounded," but did not dispute providing Nvidia computing power to the startup.

The arrangement deepens a relationship already worth billions: Alibaba has invested $800 million in Moonshot across funding rounds since Series B+, a stake now valued near $5 billion after the startup's $3.5 billion Series F at a $35 billion valuation.

A Cloud Arms Race Built on Stockpiled Silicon

The deal illustrates a workaround taking shape across China's AI sector. Washington's export controls bar direct sales of Nvidia's most advanced chips to Chinese entities, yet cloud providers have accumulated inventories of sanctioned processors and now rent them out as a service. Moonshot is also positioned to access Nvidia's next-generation Blackwell architecture through Southeast Asia, according to the report, as it seeks more powerful silicon to train its next models.

For Alibaba, the arrangement locks a high-growth AI customer into its cloud ecosystem while improving utilization of the server farms it is building under a plan to spend more than 380 billion yuan on AI over three years. Cloud Intelligence revenue climbed 38 percent in the March quarter, with AI products contributing 30 percent of external cloud sales — growth that has come at a cost, with adjusted EBITA down 84 percent.

Kimi's Rise Complicates Alibaba's Own Ambitions

The partnership carries a competitive edge. Moonshot launched its open-source Kimi K3 model in July with 2.8 trillion parameters, and some benchmarks show it approaching the performance of models from OpenAI and Anthropic. Reports say K3 has outperformed Alibaba's in-house Qwen model on some measures even while running on Alibaba's own infrastructure.

That tension is familiar across the industry. Alibaba typically encourages the AI companies it backs to use its cloud, a strategy that also shapes the fight for market share against rivals such as Huawei and Tencent. The reported deal, if confirmed, would rank among the largest known chip clusters dedicated to a single Chinese AI startup, though leading American labs routinely train on clusters exceeding 30,000 advanced GPUs.

Alibaba's US-listed shares closed at $122.28 on July 31, up 5.1 percent, but remain 36.5 percent below their 52-week peak of $192.67. Analysts' average price targets cluster between $187 and $190, implying roughly 53 percent upside, though the Moonshot report offers limited detail on margins. Risks include unconfirmed deal terms, shifting US export rules, and sluggish Chinese consumer demand weighing on Alibaba's core commerce segment.

This article is for informational purposes only and does not constitute investment advice.