This new type of research report provides Alliance members with usable insights about a specific technology product category. Future reports will contain more detail and will focus on a range of product segments. If you find this type of information useful, please let us know.

Product and company considerations for GPUaaS infrastructure

By Bobby Clay, Liam Eagle, David Immerman and Steve Moretti

The rapid popularization of generative and agentic AI technologies has driven a large appetite for graphics processing unit resources that, along with the challenges in sourcing these components, has led to a boom in GPU-as-a-service cloud infrastructure offerings, including many new market entrants. This report provides guidance for organizations investing in infrastructure to support AI initiatives, including criteria for comparing and evaluating the vendors and products in the space. It also identifies and provides information about prospective GPUaaS vendors.