ClusterMAX™ 2.0#
Originally Published November 6, 2025#
The 2.0 rankings represent our second major evaluation of the GPU cloud providers around the world. Our evaluation was conducted from August to September in 2025. In this update we:
- Rated 84 neoclouds, up from 26.
- Tracked 209 providers, up from 169 in March and 124 last October.
- Conducted interviews with 140+ end users.
- Clarified and expanded all 10 criteria with an itemized list.
- Provided detailed descriptions of Slurm, Kubernetes, standalone, monitoring, and health checks.
- Expanded testing coverage to include Kubernetes clusters and standalone machines.
- Wrote 43k words about our experience.
Provider Rankings#

Full Market View#
