I don't think any Oxide racks come with GPU's at present, and the power density of modern GPU-centric AI compute is on a rather unprecedented level. Oxide racks are very well cooled but are no match for the racks in an AI datacenter that's literally burning a full gigawatt of power.

Yeah, they're not going to go up against the nVidia NVL72, NVL144 or AMDs UAL systems

https://www.nvidia.com/en-us/data-center/gb200-nvl72/ https://www.amd.com/en/blogs/2025/amd-delivering-open-rack-s...

> needs plenty of compute besides GPU's

Databases, K/V stores, crawlers, services, etc all still necessary besides GPU's. The closer to GPU's the better and if you have GPU's in your own DC.