Hyperscalers (Compute demand & operators) in AI infrastructure: the 5 leaders on the AI Infra 100

November 2026 edition · 5 of 100 companies · rank is the position on the AI Infra 100

5 of the 100 companies on the AI Infra 100 are in the Hyperscalers segment of Compute demand & operators, from 2 countries. The highest ranked is Alphabet, rank 5 of 100 with a score of 100. Ranking and scores from the November 2026 edition, the assessment by Frontier Tech Intelligence of the AI infrastructure landscape.

RankCompanyCategory / segmentCountryScore
5AlphabetGoogle develops and deploys the Gemini family of AI models, including agents for household coordination, Android actions, web tasks, coding, voice interaction, and security testing.Compute demand & operators / HyperscalersUnited States100
15AmazonAWS is a global hyperscale cloud operator, with regional infrastructure, AI-zone capacity, and large-scale compute services for enterprises, startups, and model developers.Compute demand & operators / HyperscalersUnited States96
39MicrosoftMicrosoft operates Azure, a hyperscale cloud platform, and is deploying large-scale AI infrastructure including 66,000 NVIDIA Rubin GPUs in Europe and more than 30,000 in Norway.Compute demand & operators / HyperscalersUnited States92
87AlibabaAlibaba Cloud runs hyperscale cloud infrastructure with a global data-center footprint and sells AI cloud and computing services to a large customer base.Compute demand & operators / HyperscalersChina85
89MetaMeta develops AI models, including Llama 4, and Muse, a personal AI agent that can use apps and websites, send emails and make payments.Compute demand & operators / HyperscalersUnited States85

Score out of 100: traction (deployment, production, commercials, progress) and capability (technology, positioning, firepower, leverage). The full AI Infra 100 with filters →

AI Infra 100 by country

United States 46Japan 12China 7Taiwan 7Germany 5Ireland 3Netherlands 3South Korea 3Switzerland 3United Kingdom 3France 2Australia 1Canada 1Israel 1Italy 1Singapore 1Sweden 1

AI Infra 100 by region

North America 47Asia 30Europe 21Middle East 1Oceania 1

AI Infra 100 by category

Power, cooling & thermal 19Networking & interconnect 16Semiconductor equipment, materials & critical inputs 16Data center build & operate 13Fabrication, memory & packaging 12Compute demand & operators 8Chips & accelerators 6Agents & tooling 3Compute software 3Models & applications 2Safety & security 2

AI Infra 100 by segment

Optical & photonic interconnect 11Cooling & thermal 8Advanced packaging 7Deposition, etch & metrology 7Colocation & wholesale 6Hyperscalers 5Rack & server power delivery 5Servers, racks & system integration 5Grid & power equipment 4EDA & design tools 3Frontier labs as compute buyers 3Inference & serving clouds 3Lithography 3Accelerator design 2Custom silicon & IP 2Foundry 2Generation for data centers 2HBM & DRAM 2Hyperscale developers 2Security 2Switching & NICs 2Test, measurement & validation 2Wafers, chemicals & gases 2Agent platforms 1Cables, connectors & PCB 1China accelerators 1Data platforms & labeling 1Generative media 1Inference-specialist chips 1Open-weight labs 1Orchestration 1Photonic foundry & PIC platforms 1Rare earths, minerals & gases 1

Questions this page answers

Who are the top Hyperscalers companies in AI infrastructure?

Alphabet ranks highest (rank 5 of 100, score 100). The Hyperscalers segment (Compute demand & operators) holds 5 of the 100 companies on the AI Infra 100: Alphabet, Amazon, Microsoft, Alibaba and Meta. Ranking from the AI Infra 100, November 2026 edition, by Frontier Tech Intelligence.

Which companies supply Hyperscalers for AI infrastructure?

Alphabet, Amazon, Microsoft, Alibaba and Meta. Each has a company file with scores, facts and signals. Ranking from the AI Infra 100, November 2026 edition, by Frontier Tech Intelligence.

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