What is an AI datacenter?

An AI datacenter is a facility purpose-built or retrofitted for GPU and accelerator workloads — typically at rack densities above 30 kW, with liquid-cooling readiness and high-bandwidth fabric (InfiniBand NDR, NVLink, or Spectrum-X). At least 40% of IT load runs AI training or inference on GPUs such as NVIDIA H100, H200, B200, or GB200 NVL72.

Which datacenter has the most GPUs?

As of 2026, xAI Colossus in Memphis, Tennessee holds the title of the world's largest single-site GPU deployment, with more than 200,000 NVIDIA H100 and H200 GPUs in one InfiniBand domain. Meta Hyperion (Louisiana) and OpenAI Stargate Abilene (Texas) are scaling toward gigawatt-class deployments that will overtake it within the next 18 months.

What is the largest AI cluster?

xAI Colossus is the largest contiguous AI training cluster in 2026, exceeding 200,000 NVIDIA H100/H200 GPUs on a single InfiniBand NDR 400G fabric. Meta's Hyperion build and OpenAI's Stargate program are constructing multi-site fabrics that will exceed one million accelerators across coupled campuses by 2027.

Which GPU cloud is cheapest for H100?

On-demand: Together AI ($1.75/hr) and Voltage Park ($1.89/hr) lead. Reserved 1-year: Voltage Park ($1.20/hr) and Crusoe ($1.39/hr) are typically lowest. AWS p5 sits at the top of the price stack at ~$4.10/hr on-demand.

How is Datacenter.computer different from a datacenter directory?

Datacenter.computer is an agent-readable intelligence layer, not a directory. It normalizes capacity, power, fabric and location across 833 sourced facilities and 40 operators into a single queryable graph for AI agents, traders and procurement teams.

[D0] Discovery · Directory

Data centre directory · 833 sourced facilities

Every individually sourced facility record in the index, searchable and filterable. All filters and pages are plain links, so the full dataset is crawlable without JavaScript.

[AI Summary]

Datacenter.computer indexes 833 individually sourced data-centre facilities across 53 countries, 290 metros and 40 operators, with 4,536.77 MW of recorded capacity. Each record carries an operational status, capacity basis, verification status and confidence level; unknown fields are published as "Not publicly disclosed" rather than estimated. Modelled metro-level market signals are held in a separate research layer and never appear here as facilities.

276

Matching facilities

2,322.67 MW

Recorded capacity

With recorded MW

6 / 6

Page

Countryreset

USA 276

Metro

City

Operator

QTS 43 Flexential 42 EdgeConneX 33 Cologix 26 DataBank 26 Iron Mountain Data Centers 20 CyrusOne 18 Equinix 15 CoreSite 12 Digital Realty 10 Vantage Data Centers 10 STACK Infrastructure 8 NTT GDC 5 Switch 5 Telehouse 3

Facility typereset

Colocation 276

Operational status

Operational 254 Under Construction 19 Planned 3

Capacity classification

Not disclosed 213 Small (<50 MW) 48 Mid (50–249 MW) 14 Large (250–999 MW) 1

Verification status

Operator Confirmed 207 Publicly Reported 69

[Results · 251–276 of 276]

Sourced data-centre facilities matching the current filters
Facility	Operator	Metro	Type	Status	Recorded MW	Confidence
EdgeConneX Las Vegas	EdgeConneX	Las Vegas, NV, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Dallas	EdgeConneX	Dallas, TX, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Houston	EdgeConneX	Houston, TX, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX San Antonio	EdgeConneX	San Antonio, TX, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Kansas City	EdgeConneX	Kansas City, MO, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Minneapolis	EdgeConneX	Minneapolis, MN, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Milwaukee	EdgeConneX	Milwaukee, WI, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Detroit	EdgeConneX	Detroit, MI, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Charlotte	EdgeConneX	Charlotte, NC, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Raleigh	EdgeConneX	Raleigh, NC, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Nashville	EdgeConneX	Nashville, TN, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Memphis	EdgeConneX	Memphis, TN, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Jacksonville	EdgeConneX	Jacksonville, FL, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Tampa	EdgeConneX	Tampa, FL, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Miami	EdgeConneX	Miami, FL, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Atlanta	EdgeConneX	Atlanta, GA, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Philadelphia	EdgeConneX	Philadelphia, PA, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Pittsburgh	EdgeConneX	Pittsburgh, PA, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Boston	EdgeConneX	Boston, MA, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX New York	EdgeConneX	New York, NY, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Richmond	EdgeConneX	Richmond, VA, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Norfolk	EdgeConneX	Norfolk, VA, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Cleveland	EdgeConneX	Cleveland, OH, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Columbus	EdgeConneX	Columbus, OH, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX Indianapolis	EdgeConneX	Indianapolis, IN, USA	Colocation	Operational	Not publicly disclosed	High
EdgeConneX St. Louis	EdgeConneX	St. Louis, MO, USA	Colocation	Operational	Not publicly disclosed	High

Counts are computed live from the sourced facility index. Fields without a public basis show “Not publicly disclosed”. See the methodology, the data dictionary and the public API.

[Knowledge Graph]

Company → Datacenter → GPU → Customer → Industry

Every entity on this site is cross-linked. Follow the graph from operators down to specific facilities, GPU clusters, customers, and sectoral context.

Data centre directory · 833 sourced facilities

[Browse by country · 53]

Company → Datacenter → GPU → Customer → Industry