Hyperscaler GPU
Hyperscaler GPU covers GPU and AI-accelerator machines rented from the largest cloud providers.
In brief
Hyperscaler GPU, in brief.
What it isHyperscaler GPU covers GPU and AI-accelerator machines rented from the largest cloud providers.
Where it sitsOne of 14 categories in the Compute layer. Compute is the hardware AI runs on and the companies that rent it out: GPU clouds, AI chips, servers, data centres, and the software that schedules jobs across them. It is where the cost of training and running models is set.
What we track20 products, including Akamai Cloud GPU instances, Alibaba Cloud Elastic GPU Service / PAI Lingjun, Amazon EC2 Accelerated Computing instances (P5/P6, G6), Amazon EC2 Capacity Blocks for ML and Amazon SageMaker HyperPod.
The products
20 products in Hyperscaler GPU.
Each name opens a search for that product in our index.
ProductMakerIts own site
From our census of 2026-11-08. A product listed here is one that belongs in this category; the search answer says whether we have checked it.
Questions
Hyperscaler GPU, answered.
What is Hyperscaler GPU in AI infrastructure?Hyperscaler GPU covers GPU and AI-accelerator machines rented from the largest cloud providers.
Which layer of AI infrastructure is Hyperscaler GPU in?Hyperscaler GPU is in the Compute layer. Compute is the hardware AI runs on and the companies that rent it out: GPU clouds, AI chips, servers, data centres, and the software that schedules jobs across them. It is where the cost of training and running models is set.
Which products are in Hyperscaler GPU?We track 20 products in Hyperscaler GPU, including Akamai Cloud GPU instances, Alibaba Cloud Elastic GPU Service / PAI Lingjun, Amazon EC2 Accelerated Computing instances (P5/P6, G6), Amazon EC2 Capacity Blocks for ML, Amazon SageMaker HyperPod, Azure CycleCloud / Azure AI infrastructure, Azure ND-series GPU VMs and Baidu AI Cloud GPU compute. The full list is on this page.
Compute
The other categories in Compute.
AI chips / accelerator cloudsAI data centres & colocationAI networking & optical interconnectAI servers & on-prem systemsAI storage for GPU clustersCloud GPU notebooks & dev environmentsCompute price indexes & GPU price trackersEdge AI accelerators & NPU toolchainsGPU cluster schedulers & orchestrationGPU marketplacesGPU observability & efficiencyNeoclouds / GPU cloudsServerless GPU