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.

Matching facilities

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[Results · 1–27 of 27]

Sourced data-centre facilities matching the current filters
Facility	Operator	Metro	Type	Status	Recorded MW	Confidence
DataBank Irvine	DataBank	Irvine, CA, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Las Vegas	DataBank	Las Vegas, NV, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Los Angeles	DataBank	Los Angeles, CA, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Salt Lake City	DataBank	Salt Lake City, UT, USA	Colocation	Operational	Not publicly disclosed	High
DataBank San Diego	DataBank	San Diego, CA, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Seattle	DataBank	Seattle, WA, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Santa Clara	DataBank	Santa Clara, CA, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Chicago	DataBank	Chicago, IL, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Denver	DataBank	Denver, CO, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Indianapolis	DataBank	Indianapolis, IN, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Kansas City	DataBank	Kansas City, MO, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Minneapolis	DataBank	Minneapolis, MN, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Atlanta	DataBank	Atlanta, GA, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Austin	DataBank	Austin, TX, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Dallas	DataBank	Dallas, TX, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Houston	DataBank	Houston, TX, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Memphis	DataBank	Memphis, TN, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Miami	DataBank	Miami, FL, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Waco	DataBank	Waco, TX, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Boston	DataBank	Boston, MA, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Cleveland	DataBank	Cleveland, OH, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Northern New Jersey	DataBank	Northern New Jersey, USA	Colocation	Operational	Not publicly disclosed	High
DataBank New York	DataBank	New York, NY, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Ashburn	DataBank	Ashburn, VA, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Philadelphia	DataBank	Philadelphia, PA, USA	Colocation	Operational	Not publicly disclosed	High
DataBank Pittsburgh	DataBank	Pittsburgh, PA, USA	Colocation	Operational	Not publicly disclosed	High
DataBank United Kingdom	DataBank	London, UK, United Kingdom	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