8 of the 100 companies on the AI Infra 100 are in the Compute demand & operators category (8% of the list), in 2 segments and 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.
| Rank | Company | Category / segment | Country | Score |
|---|---|---|---|---|
| 5 | AlphabetGoogle 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 / Hyperscalers | United States | 100 |
| 15 | AmazonAWS 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 / Hyperscalers | United States | 96 |
| 23 | OpenAIOpenAI develops and launches frontier foundation models such as GPT-4o mini and GPT-5.1, alongside ChatGPT products focused on reasoning and problem-solving. | Compute demand & operators / Frontier labs as compute buyers | United States | 96 |
| 39 | MicrosoftMicrosoft 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 / Hyperscalers | United States | 92 |
| 59 | AnthropicAnthropic develops and sells Claude, a closed-weight frontier AI model and assistant for enterprises, developers, and consumers. | Compute demand & operators / Frontier labs as compute buyers | United States | 89 |
| 87 | AlibabaAlibaba 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 / Hyperscalers | China | 85 |
| 89 | MetaMeta 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 / Hyperscalers | United States | 85 |
| 98 | Safe SuperintelligenceSafe Superintelligence develops methods for controlling rogue AGI, directly qualifying as AI safety and alignment work. | Compute demand & operators / Frontier labs as compute buyers | United States | 69 |
Score out of 100: traction (deployment, production, commercials, progress) and capability (technology, positioning, firepower, leverage). The full AI Infra 100 with filters →
Alphabet ranks highest (rank 5 of 100, score 100). The Compute demand & operators category holds 8 of the 100 companies on the AI Infra 100: Alphabet, Amazon, OpenAI, Microsoft and Anthropic and 3 more. Ranking from the AI Infra 100, November 2026 edition, by Frontier Tech Intelligence.
Alphabet, Amazon, OpenAI, Microsoft and Anthropic and 3 more. Ranking from the AI Infra 100, November 2026 edition, by Frontier Tech Intelligence.
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