Who makes hyperscalers, neoclouds & model labs for AI data centers
Hyperscalers, neoclouds & model labs (the tenants and owners)
The hyperscalers, neoclouds, and AI labs that occupy data center capacity as tenants or owner-operators, and whose capital spending ultimately drives demand for every layer below this one.
These are the buyers: the companies that lease or self-build the buildings from Layer 9.01's developers and REITs, fill them with the compute from Layers 1 through 4, and sell the resulting capacity as cloud services or use it to train and run their own models. The category splits into three tiers with different economics — diversified hyperscalers funding data centers from broad cloud and advertising revenue, neoclouds that are effectively single-purpose GPU-leasing vehicles often financed against the hardware itself, and model labs whose compute is frequently backstopped by a hyperscaler partner or dedicated project financing. This layer doesn't manufacture anything, but it's the layer every other part of the taxonomy is downstream of: capital expenditure guidance from this group is the earliest signal for order books across silicon, networking, power, and construction. For investors, the key distinction is balance-sheet quality and revenue diversity — a hyperscaler's data center spend is one line in a much larger business, while a neocloud's spend is the business, which makes its debt and lease commitments far more sensitive to utilization and to the resale value of GPU generations as they age.
AI delta: AI training and inference workloads are the primary driver of the capital spending that funds every other layer of this taxonomy.
Companies on this part (18)
| Company | Role | Ownership | Ticker | Price | 1d | Confidence | Note |
|---|---|---|---|---|---|---|---|
| Alibaba | operator | public | BABA | 116 USD | -3.6% | inferred | region: China and Asia |
| Alphabet (Google) | operator | public | GOOGL | inferred | |||
| Amazon (AWS) | operator | public | AMZN | 256 USD | -2.2% | inferred | |
| Apple | operator | public | AAPL | 315 USD | +0.9% | inferred | |
| Baidu | operator | public | BIDU | 96.94 USD | +3.6% | inferred | region: China and Asia |
| KT | operator | public | 030200.KS | 54100 KRW | 0.0% | inferred | region: China and Asia |
| Meta Platforms | operator | public | META | 571 USD | -1.4% | inferred | |
| Microsoft | operator | public | MSFT | 505 USD | +1.8% | inferred | |
| Naver | operator | public | 035420.KS | 220000 KRW | +1.6% | inferred | region: China and Asia |
| Oracle | operator | public | ORCL | 152 USD | +0.4% | inferred | |
| Samsung SDS | operator | public | 018260.KS | 239000 KRW | +2.4% | inferred | region: China and Asia |
| SK Telecom | operator | public | 017670.KS | 99100 KRW | -0.1% | inferred | region: China and Asia |
| Tencent | operator | public | 0700.HK | 455 HKD | +1.6% | inferred | region: China and Asia |
| ByteDance | operator | private | inferred | region: China and Asia | |||
| G42 (Khazna) | operator | private | inferred | region: Gulf | |||
| Huawei | operator | private | inferred | region: China and Asia | |||
| Humain | operator | private | inferred | region: Gulf | |||
| Stargate UAE | operator | unknown | inferred | region: Gulf |
Neoclouds 9.02a
| Company | Role | Ownership | Ticker | Price | 1d | Confidence | Note |
|---|---|---|---|---|---|---|---|
| CoreWeave | operator | public | CRWV | 86.80 USD | -6.5% | inferred | |
| DigitalOcean | operator | public | DOCN | 122 USD | +3.9% | inferred | |
| IREN | operator | public | IREN | 40.53 USD | -1.0% | inferred | |
| Nebius | operator | public | NBIS | 218 USD | -3.9% | inferred | |
| Cerebras | operator | private | inferred | Cloud | |||
| Crusoe | operator | private | inferred | ||||
| Firmus (Sustainable Metal Cloud) | operator | private | inferred | ||||
| Fluidstack | operator | private | inferred | ||||
| Groq | operator | private | inferred | Cloud | |||
| Lambda | operator | private | inferred | ||||
| Nscale | operator | private | inferred | ||||
| Together | operator | private | inferred | ||||
| Vultr | operator | private | inferred |
Labs 9.02b
Who competes here
The same table read the other way: every company above competes for hyperscalers, neoclouds & model labs sockets. Confidence tags matter — an inferred placement is a lead, not a confirmed rivalry.
Nearby parts
- Children: Neoclouds, Labs
- Previous in layer: Data center developers, operators & REITs
- Next in layer: Architecture, engineering & MEP design
- Layer: Layer 9 — Building shell, site & construction
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Latest feed
- Schwarz Group commits €5.6bn investment in data center in Mecklenburg-Vorpommern, Germany — Data Center Dynamics, 2026-08-27The Schwarz Group is committing a €5.6 billion investment to build a data center facility in Mecklenburg-Vorpommern, Germany.
- Salim Group buys out Keppel’s share of Indonesian data center venture — Data Center Dynamics, 2026-08-27The Salim Group purchased Keppel's stake in the Indonesian data center venture, which is now relaunched as IndoData.
- Many talks between data center developers and local governments are wrapped in secrecy behind non-disclosure agreements — residents question the need for NDAs, but developers argue it’s important to avoid ‘running afoul of insider trading rules’ — Tom's Hardware, 2026-08-27Developers engaging with local governments often use NDAs, which limits public access to information regarding data center projects.
- Nexspace breaks ground on data center in Graz, Austria — Data Center Dynamics, 2026-08-27A company is breaking ground on a new data center facility in Graz, Austria.
- OpenAI gets green light for 3.2GW power deal to supply planned data center in Effingham County, Georgia — Data Center Dynamics, 2026-08-27Utility Georgia Power will build the necessary power infrastructure for OpenAI’s planned 3.2GW data center in Effingham County, Georgia.
- SK Telecom launches new AI DC infrastructure focused company, split from SK Broadband — Data Center Dynamics, 2026-08-27SK Horizon was launched with $2.2 billion in investment from KKR and IMM, focusing on AI data center infrastructure.
- Delaware enacts clean energy mandate for hyperscale data centers — Data Center Dynamics, 2026-08-27Delaware passed a clean energy mandate for data centers, affecting hyperscalers and owners.
Sources: placements without a source URL come from the taxonomy seed and are tagged accordingly. How this data is built.· Markdown · JSON