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.

608

Matching facilities

4,536.77 MW

Recorded capacity

101

With recorded MW

5 / 13

Page

Country

Metro

City

Operator

Facility type

Colocation 564 Hyperscaler 22 Sovereign 22

Operational status

Operational 522 Under Construction 58 Planned 26 Announced 2

Capacity classification

Not disclosed 507 Small (<50 MW) 79 Mid (50–249 MW) 18 Large (250–999 MW) 4

AI / GPU readinessreset

No accelerator disclosed 608

Verification statusreset

Operator Confirmed 608

[Results · 201–250 of 608]

Sourced data-centre facilities matching the current filters
Facility	Operator	Metro	Type	Status	Recorded MW	Confidence
Flexential Portland - Hillsboro 4	Flexential	Hillsboro, OR, USA	Colocation	Operational	18	High
Flexential Portland - Hillsboro 5	Flexential	Hillsboro, OR, USA	Colocation	Operational	36	High
Flexential Portland - Hillsboro 6	Flexential	Hillsboro, OR, USA	Colocation	Operational	27	High
Flexential Raleigh	Flexential	Raleigh, NC, USA	Colocation	Operational	4.31	High
Flexential Richmond	Flexential	Richmond, VA, USA	Colocation	Operational	2.8	High
Flexential Salt Lake City - Downtown	Flexential	Salt Lake City, UT, USA	Colocation	Operational	2.65	High
Flexential Salt Lake City - Fair Park	Flexential	Salt Lake City, UT, USA	Colocation	Operational	0.49	High
Flexential Salt Lake City - Millcreek	Flexential	Millcreek, UT, USA	Colocation	Operational	1.92	High
Flexential Salt Lake City - South Valley	Flexential	West Jordan, UT, USA	Colocation	Operational	1.2	High
Flexential West Tampa	Flexential	Tampa, FL, USA	Colocation	Operational	1.81	High
QTS Ashburn 1	QTS	Sterling, VA, USA	Colocation	Operational	55	High
QTS Ashburn 2	QTS	Sterling, VA, USA	Colocation	Operational	75	High
QTS Ashburn 3	QTS	Ashburn, VA, USA	Colocation	Operational	80	High
QTS Ashburn Moran	QTS	Sterling, VA, USA	Colocation	Operational	4	High
QTS Atlanta 1	QTS	Atlanta, GA, USA	Colocation	Operational	278	High
QTS Chicago	QTS	Chicago, IL, USA	Colocation	Operational	95	High
QTS Colorado Springs	QTS	Colorado Springs, CO, USA	Colocation	Operational	14	High
QTS Denver	QTS	Aurora, CO, USA	Colocation	Operational	160	High
QTS East Windsor	QTS	East Windsor, NJ, USA	Colocation	Operational	70	High
QTS Fort Worth	QTS	Fort Worth, TX, USA	Colocation	Operational	70	High
QTS Hillsboro 1	QTS	Hillsboro, OR, USA	Colocation	Operational	20	High
QTS Hillsboro 2	QTS	Hillsboro, OR, USA	Colocation	Operational	180	High
QTS Irving	QTS	Irving, TX, USA	Colocation	Operational	165	High
QTS Manassas 1	QTS	Manassas, VA, USA	Colocation	Operational	190	High
QTS Miami	QTS	Miami, FL, USA	Colocation	Operational	2	High
QTS Piscataway	QTS	Piscataway, NJ, USA	Colocation	Operational	65	High
QTS Richmond 1	QTS	Sandston, VA, USA	Colocation	Operational	240	High
QTS Sacramento	QTS	Sacramento, CA, USA	Colocation	Operational	4	High
QTS San Antonio	QTS	San Antonio, TX, USA	Colocation	Operational	90	High
QTS Santa Clara	QTS	Santa Clara, CA, USA	Colocation	Operational	7.5	High
QTS Suwanee 1	QTS	Suwanee, GA, USA	Colocation	Operational	50	High
QTS Netherlands - Eemshaven	QTS	Eemshaven, Netherlands	Colocation	Operational	20	High
QTS Netherlands - Groningen	QTS	Groningen, Netherlands	Colocation	Operational	4	High
QTS Augusta	QTS	Augusta, GA, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS Bessemer	QTS	Bessemer, AL, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS Blakely	QTS	Blakely, GA, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS Cedar Rapids	QTS	Cedar Rapids, IA, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS Eagle Mountain	QTS	Eagle Mountain, UT, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS Fayetteville	QTS	Fayetteville, GA, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS Hall County	QTS	Hall County, TX, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS Hillsboro 3	QTS	Hillsboro, OR, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS New Albany 1	QTS	New Albany, OH, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS New Albany 2	QTS	New Albany, OH, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS Phoenix 2	QTS	Phoenix, AZ, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS Phoenix 3	QTS	Glendale, AZ, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS Phoenix 4	QTS	Avondale, AZ, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS Richmond 2	QTS	Sandston, VA, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS Richmond 3	QTS	Sandston, VA, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS Richmond 5	QTS	Sandston, VA, USA	Colocation	Under Construction	Not publicly disclosed	High
QTS South Dallas	QTS	Wilmer, TX, USA	Colocation	Under Construction	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