Comparison of Nebius and CoreWeave

This analysis compares Nebius and CoreWeave, two rapidly scaling AI cloud infrastructure providers, focusing on scale, vendor relationships, forward guidance, and the competitive dynamic between them.

This is an ongoing effort I am undertaking to understand the inter relationships and dynamics as the ecosystem evelves to AI Factories. I also tounch on Applied Digital and how they fit within the framework.

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### Scale

**CoreWeave**
– CoreWeave has experienced explosive growth, reporting $1.9 billion in revenue for 2024 (a 737% year-over-year increase), driven by surging demand for AI computing[6][12].
– Its Q1 2025 revenue was $981.6 million, up 420% year-over-year[1][7].
– The company’s operations are centered in the U.S., with a growing global data center footprint[6][10].
– CoreWeave is recognized as a top-20 cloud provider, specializing in large-scale GPU-accelerated workloads[8].
– The company’s scale is highly dependent on a few major customers—77% of 2024 revenue came from its top two clients, with Microsoft alone accounting for nearly two-thirds[10][12].

**Nebius**
– Nebius is building one of the largest commercially available AI infrastructure businesses, with a core focus on AI-centric cloud platforms and large-scale GPU clusters[9].
– Q1 2025 revenue reached $55.3 million, up from $37.9 million in the prior quarter, and its annual recurring revenue (ARR) surged to $310 million in April 2025 (up 684% year-over-year)[11].
– Nebius aims for an ARR of $750 million to $1 billion by the end of 2025, with 2025 revenue guidance between $500 million and $700 million[3][11].
– The company operates data centers in the USA, Finland, France, Iceland, and Israel, reflecting a broadening global footprint[2][4][9].
– Its market capitalization recently reached $9 billion[11].

**Summary Table: Scale**

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### Vendor Relationships

**CoreWeave**
– Deep, strategic partnership with NVIDIA, including a 5% equity stake by NVIDIA and designation as the first Elite Cloud Services Provider in the NVIDIA Partner Network[6].
– Major customer and partner relationships include Microsoft (largest customer), OpenAI (recent $12 billion contract), and other leading AI labs[5][10][12].
– Partnerships with VAST Data and others to enhance AI and data management capabilities[6][7].
– Investors include Magnetar Capital, Coatue, JPMorgan, Fidelity, and Cisco[12].

**Nebius**
– Also maintains a strong relationship with NVIDIA, recently securing a $700 million investment led by NVIDIA and Accel[2].
– Nebius is a reference platform NVIDIA Cloud Partner and a launch partner for NVIDIA’s latest Blackwell Ultra AI Factory Platform[1][2].
– Offers a robust partner program targeting value-added resellers, service providers, and alliance partners, emphasizing co-marketing and joint development[2].
– Holds a 28% stake in ClickHouse (valued at $6 billion) and investments in AI data and autonomous vehicle ventures[4][9][11].

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### Forward Guidance

**CoreWeave**
– Reports robust demand and is scaling rapidly, with a focus on capturing AI infrastructure growth[7].
– Forward guidance is optimistic, tied to large committed contracts (96% of 2024 revenue from multi-year contracts)[10].
– Despite high revenue growth, profitability remains elusive; the company posted a net loss of $863 million in 2024 and faces high debt from aggressive expansion[5][12].
– IPO plans have been scaled back amid market uncertainty, but the company continues to invest heavily in infrastructure and acquisitions (e.g., Weights & Biases)[5][12].

**Nebius**
– Maintains strong 2025 guidance, targeting ARR of $750 million–$1 billion and revenue of $500–$700 million[3][11].
– Analysts rate Nebius as a “Strong Buy,” citing up to 40% upside potential and a bullish outlook on narrowing losses and expanding GPU capacity[3][11].
– Expects to turn adjusted EBITDA positive by late 2025, despite ongoing losses as it invests in scaling[1][3][11].
– The company’s balance sheet is viewed as stronger and less leveraged than CoreWeave’s, with significant cash reserves[11].

—

### Competitive Dynamics

– Both companies are direct competitors, positioned as agile alternatives to hyperscalers like AWS, Azure, and Google Cloud, targeting the rapidly growing AI cloud market[1][8].
– CoreWeave leads in absolute revenue and scale, but its business is more concentrated among a few large customers and is heavily U.S.-centric[10][12].
– Nebius is expanding aggressively in Europe, the Middle East, and North America, with a more diversified product portfolio (including investments in AI data, education, and autonomous vehicles)[4][9][11].
– Both benefit from close NVIDIA ties, but CoreWeave’s relationship is deeper in terms of equity and strategic designation[6].
– Profitability is a challenge for both, but Nebius is seen as having a better balance sheet and lower forward valuation multiples[11].
– The competitive landscape is dominated by hyperscalers (AWS, Azure, Google), with both CoreWeave and Nebius seeking to carve out a niche focused on high-performance, GPU-accelerated AI workloads[1][8].

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## Conclusion

– **Scale:** CoreWeave is currently larger in revenue and market presence, but Nebius is scaling rapidly with ambitious ARR and revenue targets.
– **Vendor Relationships:** Both have strong NVIDIA partnerships; CoreWeave’s is deeper, but Nebius is also a launch partner for NVIDIA’s newest platforms.
– **Forward Guidance:** Both forecast rapid growth; Nebius is closer to profitability and has a stronger balance sheet, while CoreWeave is more aggressive in expansion but remains unprofitable.
– **Competition:** Both compete directly and with hyperscalers, but CoreWeave is more U.S.-focused and concentrated among a few customers, while Nebius is expanding globally and diversifying.

Both companies are well-positioned to capitalize on the AI infrastructure boom, but their strategies, financial profiles, and risk exposures differ significantly[1][3][4][6][11][12][21].

Sources
[1] CoreWeave vs. Nebius: Which AI Infrastructure Stock Is the Better Buy? https://www.nasdaq.com/articles/coreweave-vs-nebius-which-ai-infrastructure-stock-better-buy
[2] Nebius Partner Program https://nebius.com/nebius-partner-program
[3] Nebius Group NBIS Q1 2025 Earnings Preview Upside Potential … https://www.ainvest.com/news/nebius-group-nbis-q1-2025-earnings-preview-upside-potential-driven-revenue-growth-2505/
[4] Nebius Stock Soars 57% in a Month: Time to Hold or Book Profits? https://finance.yahoo.com/news/nebius-stock-soars-57-month-125000411.html
[5] CoreWeave Scales Back Ambition for Its I.P.O. – The New York Times https://www.nytimes.com/2025/03/27/technology/coreweave-scales-back-ambitions-for-its-ipo.html
[6] As CoreWeave Files for IPO, Will NVIDIA Tighten Its Grip on the AI … https://www.datacenterfrontier.com/cloud/article/55273516/as-coreweave-files-for-ipo-will-nvidia-tighten-its-grip-on-the-ai-cloud
[7] CoreWeave Reports Strong First Quarter 2025 Results https://investors.coreweave.com/news/news-details/2025/CoreWeave-Reports-Strong-First-Quarter-2025-Results/
[8] The Competitive Landscape of CoreWeave https://canvasbusinessmodel.com/blogs/competitors/coreweave-competitive-landscape
[9] Nebius Group | LinkedIn https://www.linkedin.com/company/nebius-group
[10] Seven Things To Know About CoreWeave’s S-1: Top Customers … https://www.crn.com/news/ai/2025/7-things-to-know-about-coreweave-s-s-1-top-customers-revenue-and-more
[11] Nebius Group’s Q1 results bolster AI infrastructure growth story https://www.ainvest.com/news/nebius-group-q1-results-bolster-ai-infrastructure-growth-story-2505/
[12] CoreWeave Scales Back IPO to $2.7 Billion – PYMNTS.com https://www.pymnts.com/news/ipo/2025/coreweave-scales-back-ipo-to-2-7-billion/
[13] Why Nebius Group Stock Soared Higher Today https://finance.yahoo.com/news/why-nebius-group-stock-soared-163854059.html
[14] Nebius Group N.V. Announces First Quarter 2025 Financial Results https://www.businesswire.com/news/home/20250520697655/en/Nebius-Group-N.V.-Announces-First-Quarter-2025-Financial-Results
[15] Nebius. The ultimate cloud for AI explorers https://nebius.com
[16] CoreWeave: The AI Hyperscaler for GPU Cloud Computing https://www.coreweave.com
[17] How Trillion Labs Scales with CoreWeave H100 Clusters https://www.coreweave.com/blog/how-trillion-labs-scales-with-coreweave-h100-clusters
[18] CoreWeave – Wikipedia https://en.wikipedia.org/wiki/CoreWeave
[19] CoreWeave Is A Time Bomb – Ed Zitron https://www.wheresyoured.at/core-incompetency/
[20] FAQ – Nebius Group https://group.nebius.com/faq
[21] Interests interests.ai_infrastructure

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## Nebius vs. CoreWeave: Global Expansion Compared to Scale Efforts

### **Nebius: Aggressive Global Expansion**

– **Recent Capital Raise for Expansion:** Nebius has secured $1 billion in debt financing (June 2025) specifically to accelerate global AI infrastructure expansion, including a targeted push into Asia, on top of $700 million in equity raised in late 2024[1][7].
– **Geographic Footprint:** Nebius is rapidly broadening its data center presence beyond its original European base. In 2025, it has:
– Launched a major new U.S. data center in New Jersey (up to 300 MW capacity), with additional expansions in Kansas City and Iceland[3].
– Tripled capacity at its Finland site, and is actively planning further deployments across the U.S., Europe, and now Asia[3][1][7].
– R&D hubs in Europe, North America, and Israel, with ambitions to become a truly global AI infrastructure provider[7].
– **Strategic Intent:** The company’s CEO has stated that Nebius aims to reach “mid-single-digit billions of dollars in revenue” as a high-margin, global business, leveraging its strong capital position to accelerate growth and outpace competitors[1][7].
– **Financial Discipline:** Nebius emphasizes disciplined leverage and a strong balance sheet, aiming to efficiently convert revenue growth into profits while supporting hypergrowth[7].

### **CoreWeave: Scale-Driven, U.S.-Centric Expansion**

– **Scale Achieved:** CoreWeave’s revenue surged from $15.8 million (2022) to $1.9 billion (2024), making it one of the fastest-growing AI infrastructure providers globally[2].
– **Data Center Growth:** By the end of 2024, CoreWeave planned to double its datacenter footprint from 14 to 28, with ten more facilities slated for 2025, including a $3.5 billion European project[4].
– Most of CoreWeave’s current facilities are in the U.S. (Richmond, VA; New Jersey; Pennsylvania; Texas; Kentucky; Nevada), with a growing but still limited European presence[4].
– **Strategic Partnerships:** CoreWeave’s scale is supported by deep partnerships with NVIDIA and major U.S. cloud customers, positioning it as the dominant non-hyperscaler AI cloud provider in North America[2][4].
– **Expansion Model:** CoreWeave focuses on massive, capital-intensive U.S. buildouts, with European expansion emerging but not yet matching its U.S. scale[4].

### **Direct Comparison Table: Expansion Strategies**

### **Summary of Competitive Positioning**

– **Nebius** is pursuing a multi-continent, truly global expansion, with major new investments targeting Asia and Europe in addition to North America. Its recent capital raises are explicitly earmarked for this international buildout, and its leadership emphasizes flexibility and speed in scaling to meet global AI demand[1][3][7].
– **CoreWeave** has already achieved significant scale, especially in the U.S., and is now extending its reach into Europe. However, its expansion remains more U.S.-centric, with global ambitions still in the early phases compared to Nebius’s aggressive, simultaneous multi-region push[2][4][5].

### **Conclusion**

Nebius’s global expansion is more geographically diversified and accelerated, with explicit moves into Asia and Europe alongside North America, underpinned by recent large-scale financing. CoreWeave, while currently larger in scale and revenue, remains primarily focused on U.S. growth with a slower ramp into international markets. Nebius’s strategy positions it as a more global competitor, while CoreWeave continues to dominate the North American market but is only beginning to scale globally[1][3][4][7][5].

Sources
[1] Nvidia-backed Nebius secures $1B in debt financing to expand … https://technode.global/2025/06/04/nvidia-backed-nebius-secures-1b-in-debt-financing-to-expand-global-ai-infrastructure-including-asia/
[2] CoreWeave’s Q1 2025 Financial Results: A Pivotal Moment … – AInvest https://www.ainvest.com/news/coreweave-q1-2025-financial-results-pivotal-moment-ai-hyperscaler-2504/
[3] Nebius accelerates US expansion, adding up to 300 MW capacity at … https://group.nebius.com/newsroom/nebius-accelerates-us-expansion-adding-up-to-300-mw-capacity-at-new-data-center-in-new-jersey
[4] CoreWeave Builds Ecosystem Momentum – Futuriom https://www.futuriom.com/articles/news/coreweave-builds-ecosystem-momentum/2024/10
[5] The Billion-Dollar Bet: Why Nebius is Nvidia’s Next Big AI Investment https://www.1950.ai/post/the-billion-dollar-bet-why-nebius-is-nvidia-s-next-big-ai-investment
[6] Nebius Group (NBIS) Posts Q1 2025 Results Highlighting Growth … https://finance.yahoo.com/news/nebius-group-nbis-posts-q1-155420192.html
[7] Nebius Group Raises $1 Billion to Boost AI Infrastructure Globally https://completeaitraining.com/news/nebius-group-raises-1-billion-to-accelerate-global-ai/
[8] Nebius Group announces private placement of $1 billion in … https://www.businesswire.com/news/home/20250602452262/en/Nebius-Group-announces-private-placement-of-$1-billion-in-aggregate-principal-amount-of-convertible-notes
[9] Nebius Stock Soars on $1B AI Funding, Analyst Sees 75% Upside https://www.tradingview.com/news/gurufocus:69035581d094b:0-nebius-stock-soars-on-1b-ai-funding-analyst-sees-75-upside/
[10] Nebius Group N.V. Announces First Quarter 2025 Financial Results https://www.businesswire.com/news/home/20250520697655/en/Nebius-Group-N.V.-Announces-First-Quarter-2025-Financial-Results

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## Applied Digital in the AI Infrastructure Ecosystem: Comparison with Nebius and CoreWeave

### **Business Model and Strategic Focus**

Applied Digital (APLD) is a U.S.-based designer, builder, and operator of next-generation digital infrastructure, specializing in high-performance computing (HPC), AI data centers, and GPU cloud services[2][5][7]. Unlike Nebius and CoreWeave, which operate as AI cloud service providers and platform companies, Applied Digital’s primary business is delivering purpose-built, large-scale data center capacity and colocation services for AI workloads, often as a strategic partner or lessor to hyperscalers and cloud providers[1][2][4].

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### **Scale and Expansion**

– **Data Center Capacity:** Applied Digital is rapidly scaling, with its flagship Ellendale, North Dakota campus designed to support up to 1 gigawatt (GW) of IT load, making it one of the largest dedicated AI infrastructure hubs in North America[4][5].
– The first phase (100 MW) will be operational by late 2025, followed by a 150 MW expansion in 2026, and an option for a third 150 MW facility by 2027[4][5].
– **Revenue and Contracts:** The company recently secured a $7 billion, 15-year lease agreement with CoreWeave, guaranteeing a stable, long-term revenue stream ($467 million/year average)[4]. This lease alone positions Applied Digital as a critical enabler of CoreWeave’s scale-up efforts.
– **Financials:** Q3 FY2025 revenue was $52.9 million (up 22% YoY), with positive adjusted EBITDA ($10 million), though the company remains unprofitable on a net basis due to heavy investment in expansion[3].
– **Capital Backing:** Applied Digital has secured up to $5 billion in development capital from Macquarie Asset Management, ensuring ample funding for further scale[3][4].

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### **Vendor Relationships and Strategic Partnerships**

– **CoreWeave:** Applied Digital is a foundational infrastructure partner for CoreWeave, providing the physical data center capacity that underpins CoreWeave’s AI cloud offerings[4]. This relationship is symbiotic: CoreWeave brings hyperscaler demand, while Applied Digital delivers the scale and efficiency.
– **NVIDIA:** Through its CoreWeave partnership and direct engagement, Applied Digital ensures its facilities are optimized for the latest NVIDIA AI hardware, future-proofing its infrastructure[4][5].
– **Other Clients:** Applied Digital’s expertise extends to serving Amazon (AWS), Google, Meta, IBM, and Microsoft, reflecting a broad and deep industry network[1].
– **Ecosystem:** The company’s partner ecosystem includes top-tier hardware OEMs and software vendors, enabling a comprehensive suite of tools and platforms for clients[6].

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### **Forward Guidance and Strategic Direction**

– **Growth Trajectory:** With the CoreWeave lease and Macquarie capital, Applied Digital is positioned for multi-year, high-visibility growth, directly tied to the broader AI infrastructure boom[4][3].
– **Operational Focus:** The company is shifting away from operating its own cloud services (recently announcing plans to sell its Cloud Services business) to concentrate on its core competency: large-scale, high-efficiency data center development and colocation[3].
– **Innovation:** Applied Digital is pioneering high-power density innovations (up to 120 kW/rack) and advanced cooling solutions, optimizing for the unique demands of AI and HPC workloads[5].

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### **Competitive Positioning vs. Nebius and CoreWeave**

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### **Summary**

– **Applied Digital** is the “infrastructure backbone” of the AI cloud ecosystem, providing the physical scale, energy efficiency, and operational expertise needed by AI cloud providers like CoreWeave and hyperscalers.
– While **CoreWeave** and **Nebius** focus on cloud services and platform offerings, Applied Digital specializes in the underlying data center infrastructure, securing long-term, high-value contracts that insulate it from short-term volatility and position it as a critical enabler of AI adoption.
– Applied Digital’s competitive moat is built on location (low-cost, renewable energy), scale (1 GW+ campuses), and deep, multi-year partnerships with leading AI and cloud players[4][5][6].

In summary, Applied Digital is not a direct competitor to CoreWeave or Nebius in cloud services, but rather a foundational partner and enabler, supplying the essential infrastructure that allows these AI cloud providers to scale rapidly and reliably in the global AI computing arms race[4][5][1].

Sources
[1] Data Center Solutions – Applied Digital Corporation (APLD) https://www.applieddigital.com/data-center-solutions
[2] Applied Digital Corporation (APLD) https://www.applieddigital.com
[3] Applied Digital Reports Fiscal Third Quarter 2025 Results https://ir.applieddigital.com/news-events/press-releases/detail/121/applied-digital-reports-fiscal-third-quarter-2025-results
[4] Applied Digital’s $7 Billion Lease: A Beacon of AI Infrastructure … https://www.ainvest.com/news/applied-digital-7-billion-lease-beacon-ai-infrastructure-demand-strategic-partnerships-2506/
[5] Applied Digital (APLD) | HPC & AI Data Center and GPU Cloud … https://marketscale.com/shows/applied-digital/
[6] Partners – Applied Digital Corporation (APLD) https://www.applieddigital.com/partners
[7] Applied Digital: Fuelling Innovation through High-Performance … https://marketscale.com/industries/business-services/applied-digital-fuelling-innovation-through-high-performance-computing-and-ai-cloud-services/
[8] Applied Digital Cloud https://www.applieddigital.com/applied-digital-cloud
[9] Applied Digital to Deliver AI Data Centres with CoreWeave https://datacentremagazine.com/technology-and-ai/applied-digital-to-deliver-ai-data-centres-with-coreweave
[10] How Applied Digital is Redefining Data Center Infrastructure https://www.applieddigital.com/insights/different-by-design-how-applied-digital-is-redefining-data-center-infrastructure

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PRODUCTIVITY Progress in era of Artificial Intelligence

Comparison of Nebius and CoreWeave

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