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

1 / 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

Confidence levelreset

High 608

Verification statusreset

Operator Confirmed 608

[Results · 1–50 of 608]

Sourced data-centre facilities matching the current filters
Facility	Operator	Metro	Type	Status	Recorded MW	Confidence
AirTrunk SYD1 Sydney West	AirTrunk	Sydney, Australia	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk SYD2 Sydney North	AirTrunk	Sydney, Australia	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk SYD3 Sydney West	AirTrunk	Sydney, Australia	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk MEL1 Melbourne	AirTrunk	Melbourne, Australia	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk MEL2 Melbourne	AirTrunk	Melbourne, Australia	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk HKG1 Hong Kong	AirTrunk	Hong Kong, Hong Kong	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk HKG2 Hong Kong	AirTrunk	Hong Kong, Hong Kong	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk BOM1 Mumbai	AirTrunk	Mumbai, India	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk BOM2 Mumbai	AirTrunk	Mumbai, India	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk BOM3 Mumbai	AirTrunk	Mumbai, India	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk MAA1 Chennai	AirTrunk	Chennai, India	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk HYD1 Hyderabad	AirTrunk	Hyderabad, India	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk TOK1 Tokyo East	AirTrunk	Tokyo, Japan	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk TOK2 Tokyo West	AirTrunk	Tokyo, Japan	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk OSK1 Osaka West	AirTrunk	Osaka, Japan	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk OSK2 Osaka Downtown East	AirTrunk	Osaka, Japan	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk JHB1 Johor Bahru	AirTrunk	Johor Bahru, Malaysia	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk JHB2 Johor Bahru	AirTrunk	Johor Bahru, Malaysia	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk JHB3 Johor Bahru	AirTrunk	Johor Bahru, Malaysia	Hyperscaler	Under Construction	Not publicly disclosed	High
AirTrunk JHB4 Johor Bahru	AirTrunk	Johor Bahru, Malaysia	Hyperscaler	Under Construction	Not publicly disclosed	High
AirTrunk SGP1 Singapore	AirTrunk	Singapore, Singapore	Hyperscaler	Operational	Not publicly disclosed	High
AirTrunk SGP2 Singapore	AirTrunk	Singapore, Singapore	Hyperscaler	Operational	Not publicly disclosed	High
NEXTDC S1 Macquarie Park	NEXTDC	Sydney, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC S2 Macquarie Park	NEXTDC	Sydney, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC S3 Artarmon	NEXTDC	Sydney, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC S4 Horsley Park	NEXTDC	Sydney, Australia	Colocation	Planned	Not publicly disclosed	High
NEXTDC S5 Macquarie Park	NEXTDC	Sydney, Australia	Colocation	Planned	Not publicly disclosed	High
NEXTDC S6 Artarmon	NEXTDC	Sydney, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC S7 Sydney	NEXTDC	Sydney, Australia	Colocation	Planned	Not publicly disclosed	High
NEXTDC M1 Port Melbourne	NEXTDC	Melbourne, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC M2 Tullamarine	NEXTDC	Melbourne, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC M3 West Footscray	NEXTDC	Melbourne, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC M4 Port Melbourne	NEXTDC	Melbourne, Australia	Colocation	Under Construction	Not publicly disclosed	High
NEXTDC GE1 Geelong	NEXTDC	Geelong, Australia	Colocation	Under Construction	Not publicly disclosed	High
NEXTDC B1 Brisbane	NEXTDC	Brisbane, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC B2 Brisbane	NEXTDC	Brisbane, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC GC1 Gold Coast	NEXTDC	Gold Coast, Australia	Colocation	Planned	Not publicly disclosed	High
NEXTDC P1 Malaga	NEXTDC	Perth, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC P2 Perth	NEXTDC	Perth, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC PH1 Port Hedland	NEXTDC	Port Hedland, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC NE1 Newman	NEXTDC	Newman, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC C1 Canberra	NEXTDC	Canberra, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC A1 Adelaide	NEXTDC	Adelaide, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC D1 Darwin	NEXTDC	Darwin, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC D2 Darwin	NEXTDC	Darwin, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC SC1 Sunshine Coast	NEXTDC	Sunshine Coast, Australia	Colocation	Operational	Not publicly disclosed	High
NEXTDC SC2 Sunshine Coast	NEXTDC	Sunshine Coast, Australia	Colocation	Under Construction	Not publicly disclosed	High
NEXTDC AK1 Auckland	NEXTDC	Auckland, New Zealand	Colocation	Under Construction	Not publicly disclosed	High
NEXTDC TK1 Tokyo	NEXTDC	Tokyo, Japan	Colocation	Planned	Not publicly disclosed	High
NEXTDC KL1 Kuala Lumpur	NEXTDC	Kuala Lumpur, Malaysia	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