Cloud AI Infrastructure
The cloud AI infrastructure market comprises cloud service providers delivering optimized infrastructure for model training, inference and agentic AI. This Magic Quadrant helps organizations navigate this fast-moving market of major hyperscaler vendors and specialized cloud vendors.
Market Definition
Gartner defines cloud AI infrastructure as cloud service providers that focus on delivering infrastructure optimized for AI workloads including AI model training, inference and servicing. This market includes major hyperscaler vendors and specialized cloud vendors delivering AI-optimized infrastructure.
Cloud AI infrastructure offerings address the need to enable AI and machine learning (ML) activity. The offerings include a combination of compute, storage and networking components, along with the requisite enablement tooling, middleware and libraries.
Report 2026
Here is a summary of the vendors featured in the Gartner magic quadrant 2026 report.
For the full analysis and detailed insights, you can read the report
here
and view the magic quadrant graphic
here.
| Market Status | Market Vendor |
|---|---|
Leader |
|
Leader |
Amazon Web Services |
Leader |
Alibaba Cloud |
Leader |
Microsoft |
Leader |
Oracle |
Leader |
Huawei Cloud |
Visionary |
CoreWeave |
Visionary |
Nebius |
Visionary |
Crusoe |
Visionary |
IBM |
Niche Player |
Lambda |
Niche Player |
Nscale |
Niche Player |
Cloudflare |
Niche Player |
Scaleway |
Challenger |
Tencent Cloud |
Challenger |
Vultr |
Challenger |
OVHcloud |