AI servers & on-prem systems
AI servers & on-prem systems covers vendors of GPU servers, AI workstations and turnkey AI factory racks.
In brief
AI servers & on-prem systems, in brief.
What it isAI servers & on-prem systems covers vendors of GPU servers, AI workstations and turnkey AI factory racks.
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 track34 products, including Aivres AI servers, AMD Instinct platforms / Helios rack, ASRock Rack, ASUS AI servers (incl. GB300 NVL72) and BIZON workstations.
The products
34 products in AI servers & on-prem systems.
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
AI servers & on-prem systems, answered.
What is AI servers & on-prem systems in AI infrastructure?AI servers & on-prem systems covers vendors of GPU servers, AI workstations and turnkey AI factory racks.
Which layer of AI infrastructure is AI servers & on-prem systems in?AI servers & on-prem systems 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 AI servers & on-prem systems?We track 34 products in AI servers & on-prem systems, including Aivres AI servers, AMD Instinct platforms / Helios rack, ASRock Rack, ASUS AI servers (incl. GB300 NVL72), BIZON workstations, BOXX AI workstations, Cerebras CS-3 (on-prem) and Cisco UCS AI servers. The full list is on this page.
Compute
The other categories in Compute.
AI chips / accelerator cloudsAI data centres & colocationAI networking & optical interconnectAI storage for GPU clustersCloud GPU notebooks & dev environmentsCompute price indexes & GPU price trackersEdge AI accelerators & NPU toolchainsGPU cluster schedulers & orchestrationGPU marketplacesGPU observability & efficiencyHyperscaler GPUNeoclouds / GPU cloudsServerless GPU