Nvidia and CoreWeave plan 5GW of AI capacity by 2030

Key Concepts:

• Coreweave: A cloud service provider specializing in GPU-accelerated workloads, often referred to as a "Neo Cloud."
• NVIDIA: A leading designer of graphics processing units (GPUs) and a significant player in AI infrastructure.
• Neo Clouds: Alternative cloud service providers, often smaller than hyperscalers, focusing on specialized services like GPU computing.
• Circular Financing: A financial arrangement where funds provided by one party are subsequently used by the recipient to purchase goods or services from the original provider, potentially creating an artificial demand or inflating valuations.
• GPU Networks: Infrastructure and software designed for managing and optimizing the performance of interconnected GPUs for complex computational tasks.
• Hyperscalers: Large cloud service providers like Microsoft, Amazon Web Services (AWS), and Google Cloud, offering a broad range of services.
• AI Bubble: The concern that valuations in the artificial intelligence sector may be inflated and unsustainable.
• Ecosystem Seeding: A strategy where a dominant company invests in or supports smaller companies to foster the growth and adoption of its core technologies or platforms.
• Customer Diversification: The strategy of expanding a company's customer base to reduce reliance on a few large clients.
• Valuation Challenges: Difficulties in accurately assessing the financial worth of companies, especially in rapidly evolving or nascent markets with volatile revenue streams.

1. NVIDIA's Investment in Coreweave and the Complex Relationship

NVIDIA has announced a significant investment of $2 billion U.S. in Coreweave, a company whose stock has recently experienced volatility due to investor concerns about its debt levels as it builds out data centers. Jay Goldberg, Senior Analyst at Seaport Research Partners, clarified the multifaceted relationship between the two companies:

• Investor: NVIDIA is an existing shareholder and is now increasing its investment.
• Supplier: NVIDIA is Coreweave's primary, and possibly sole, supplier of GPUs.
• Customer: NVIDIA also utilizes Coreweave's services.
• Partner: The new investment solidifies their partnership, encompassing "pretty much all the things NVIDIA and Core are doing together."

2. Analysis of Circular Financing and AI Bubble Concerns

Despite NVIDIA CEO Jensen Huang's assertion that the deal is not circular, Jay Goldberg argues it is "at least a little bit circular." He detailed the mechanism:

• NVIDIA provides $2 billion to Coreweave.
• Coreweave will use these funds to purchase NVIDIA GPUs.
• The $2 billion is insufficient for Coreweave's GPU acquisition needs, requiring them to borrow additional money.
• NVIDIA will act as a guarantor for this loan "to some degree."

This arrangement raises concerns about circular financing, particularly in the context of a potential "AI bubble." Goldberg explained that the core question is whether NVIDIA is merely providing "easy financing terms" and "facilitating the deal," or actively "creating that demand." He concluded it's "a little bit of both." Without NVIDIA's investments and loan backstopping for Coreweave and other "Neo Clouds," these alternative cloud providers would face greater difficulty in conducting business. While Neo Clouds claim "insatiable demand," NVIDIA is simultaneously "pushing demand along" and "enabling a lot of this in sort of fairly straightforward ways." NVIDIA's broader strategy is seen as "seeding the ecosystem" of Neo Clouds, which are alternative cloud service providers.

3. Coreweave's Differentiation Strategy in a Crowded Market

The market for Neo Clouds is highly competitive, with approximately 200 providers currently, a number that is still growing. Goldberg anticipates "some consolidation probably next year" as the market rationalizes. The key challenge for Neo Clouds is differentiation, as simply providing cloud services on NVIDIA GPUs offers little unique value when "everybody can buy NVIDIA GPUs."

Coreweave, however, stands out as a "very clear example" of a company with a distinct differentiation strategy:

• Superior GPU Network Management: Coreweave is "better at managing GPU networks, arguably better than even NVIDIA using its own stuff."
• Extensive Software Tools: The company possesses "a lot of software tools."
• New Sales Channel: A crucial aspect of the new NVIDIA deal is the inclusion of a "sales channel for Coreweave software to other NVIDIA customers." This allows Coreweave to leverage NVIDIA's customer base to sell its proprietary software.

This software element and advanced network management are Coreweave's primary means of differentiating itself from other Neo Clouds.

4. Customer Diversification Efforts and Challenges

Coreweave has been actively working to diversify its customer base. While there are "some signs that it's pushing forward" and "some improvement," the company remains heavily reliant on a small number of major clients. Specifically, Coreweave is still "very reliant on Microsoft, OpenAI and sort of 2 or 3 of the big hyperscalers," with 60-70% reliance on just three customers. The new NVIDIA agreement, particularly the sales channel for Coreweave software, is viewed as a significant "avenue" that will enhance Coreweave's ability to diversify its customer base.

5. Valuation Difficulties and Market Outlook

Jay Goldberg maintains a "Hold" rating on Coreweave, acknowledging the extreme difficulty in valuing these companies. He explained that current revenue figures for Neo Clouds are significantly boosted by "very large contracts from these customers." He used the analogy of "a snake eating a pig, like a boa constrictor eating a pig," to describe the "huge surge in a bulge in revenues" that these large contracts create.

The challenge lies in determining the long-term sustainability of these businesses and their ability to "diversify away from these big, big, bulgy customers." While Goldberg considers the NVIDIA investment a "step in the right direction" and believes Coreweave is "one of the best of the Neo Clouds out there," he stressed that "it's really tough to value the equity right now." The market is characterized as a "pretty confusing, fast moving landscape," with the interviewer posing the risk of "serious indigestion" as Coreweave attempts to digest its rapid growth and large contracts.

Synthesis/Conclusion:

The NVIDIA investment of $2 billion in Coreweave highlights a complex, multi-faceted relationship where NVIDIA acts as an investor, supplier, customer, and partner, effectively "seeding the ecosystem" of Neo Clouds. While this arrangement raises concerns about circular financing and its implications for the "AI bubble," it also underscores Coreweave's strategic importance. Coreweave is actively differentiating itself in a crowded market through superior GPU network management and proprietary software, with the NVIDIA deal providing a crucial sales channel for its software. Despite these strengths and efforts towards customer diversification, Coreweave remains highly reliant on a few hyperscaler clients. The rapid growth and large, lumpy contracts make valuation exceptionally challenging in this "confusing, fast moving landscape," even for a strong player like Coreweave.