Hyperscale AI cloud
AWS, Azure, Google Cloud and Oracle renting GPU/accelerator capacity and AI services
4 leading companies in hyperscale ai cloud, one segment of ai infrastructure — Chips, data centres, power and rented cloud compute behind AI — data centre power use set to double by 2030 (IEA)
new market segment · researched 2026-11-14
AI chips & acceleratorsMemory, networking & chip foundriesData centre colocationHyperscale AI cloudNeoclouds (GPU clouds)
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Leading hyperscale ai cloud companies
4 companies, with the scale each source states. Scale is the whole company's unless the row says otherwise.
| Company | Where | What they do | Scale |
|---|---|---|---|
| Amazon Web Services AMZN ↗ | Seattle, United States since 2006 | Largest cloud provider; rents GPU capacity and its own Trainium/Inferentia chips | market share (worldwide cloud infrastructure services, Q4): 28 % (2025) ↗ |
| Microsoft Azure MSFT ↗ | Redmond, United States since 2008 | Cloud platform hosting large GPU clusters and AI model services | market share (worldwide cloud infrastructure services, Q4): 21 % (2025) ↗ |
| Google Cloud GOOGL ↗ | Mountain View, United States since 2008 | Cloud platform renting its own TPU accelerators and Nvidia GPUs | market share (worldwide cloud infrastructure services, Q4): 14 % (2025) ↗ |
| Oracle ORCL ↗ | Austin, United States since 1977 | Oracle Cloud Infrastructure, building large GPU clusters for AI labs | revenue (total company, FY ended 2026-05-31): 67.357 USD billions (2026) ↗ |
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The ai infrastructure market
The whole market this segment sits in.
data centre electricity consumption · world415
↗TWh (about 1.5% of world electricity) · 2024
Growth, segments, risks and every company in ai infrastructure →
Quick answers
- What is hyperscale ai cloud?
- AWS, Azure, Google Cloud and Oracle renting GPU/accelerator capacity and AI services. It is one segment of the ai infrastructure market.
- Who are the leading hyperscale ai cloud companies?
- Amazon Web Services (United States), Microsoft Azure (United States), Google Cloud (United States), Oracle (United States).
- Which hyperscale ai cloud companies are publicly traded?
- Oracle (ORCL).
- How big is the ai infrastructure market?
- For the whole ai infrastructure market, not this segment alone: data centre electricity consumption (world) 415 TWh (about 1.5% of world electricity), 2024 — International Energy Agency.