{"list":"AI Infra 100","list_slug":"ai-infra","facet":"category","value":"Compute demand & operators","edition":"November 2026","published_at":"2026-11-01T13:18:02.499959+00:00","count":8,"of":100,"url":"https://www.frontiertechintelligence.com/leaders/ai-infra/category/compute-demand-operators","members":[{"rank":5,"name":"Alphabet","url":"https://www.frontiertechintelligence.com/companies/alphabet","category":"Compute demand & operators","segment":"Hyperscalers","country":"United States","score":100,"positioning":"Google develops and deploys the Gemini family of AI models, including agents for household coordination, Android actions, web tasks, coding, voice interaction, and security testing."},{"rank":15,"name":"Amazon","url":"https://www.frontiertechintelligence.com/companies/amazon","category":"Compute demand & operators","segment":"Hyperscalers","country":"United States","score":96,"positioning":"AWS is a global hyperscale cloud operator, with regional infrastructure, AI-zone capacity, and large-scale compute services for enterprises, startups, and model developers."},{"rank":23,"name":"OpenAI","url":"https://www.frontiertechintelligence.com/companies/openai","category":"Compute demand & operators","segment":"Frontier labs as compute buyers","country":"United States","score":96,"positioning":"OpenAI develops and launches frontier foundation models such as GPT-4o mini and GPT-5.1, alongside ChatGPT products focused on reasoning and problem-solving."},{"rank":39,"name":"Microsoft","url":"https://www.frontiertechintelligence.com/companies/microsoft","category":"Compute demand & operators","segment":"Hyperscalers","country":"United States","score":92,"positioning":"Microsoft 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."},{"rank":59,"name":"Anthropic","url":"https://www.frontiertechintelligence.com/companies/anthropic","category":"Compute demand & operators","segment":"Frontier labs as compute buyers","country":"United States","score":89,"positioning":"Anthropic develops and sells Claude, a closed-weight frontier AI model and assistant for enterprises, developers, and consumers."},{"rank":87,"name":"Alibaba","url":"https://www.frontiertechintelligence.com/companies/alibaba","category":"Compute demand & operators","segment":"Hyperscalers","country":"China","score":85,"positioning":"Alibaba Cloud runs hyperscale cloud infrastructure with a global data-center footprint and sells AI cloud and computing services to a large customer base."},{"rank":89,"name":"Meta","url":"https://www.frontiertechintelligence.com/companies/meta","category":"Compute demand & operators","segment":"Hyperscalers","country":"United States","score":85,"positioning":"Meta develops AI models, including Llama 4, and Muse, a personal AI agent that can use apps and websites, send emails and make payments."},{"rank":98,"name":"Safe Superintelligence","url":"https://www.frontiertechintelligence.com/companies/safe-superintelligence","category":"Compute demand & operators","segment":"Frontier labs as compute buyers","country":"United States","score":69,"positioning":"Safe Superintelligence develops methods for controlling rogue AGI, directly qualifying as AI safety and alignment work."}]}