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 pricing, capacity, power, fabric, and latency across 240+ facilities and 40+ operators into a single queryable graph for AI agents, traders, and procurement teams.

[DC.COMPUTER] Layer 5 · Colocation

GDS Holdings

Every indexed GDS Holdings datacenter — facility-level capacity, GPU fleet, and country coverage.

Datacenter Portfolio

[AI Summary]

GDS Holdings runs 46 indexed datacenters across 8 countries, totaling 708 MW of IT capacity. The portfolio spans colocation tiers and deploys H200, A100, L40S, MI300X, B200, H100.

Facilities

708 MW

Total IT

Countries

GPU SKUs

[Facilities · 46]

Facility	Operator	Location	GPU	MW	PUE
GDS Holdings SINGAPORE75 North	GDS Holdings	Singapore, Singapore	H200	10	1.43
GDS Holdings SINGAPORE78 Central	GDS Holdings	Singapore, Singapore	—	6	1.39
GDS Holdings TOKYO29 Annex	GDS Holdings	Tokyo, Japan	—	15	1.46
GDS Holdings TOKYO32 East	GDS Holdings	Tokyo, Japan	—	19	1.53
GDS Holdings TOKYO40 North	GDS Holdings	Tokyo, Japan	A100	28	1.26
GDS Holdings SEOUL17 West	GDS Holdings	Seoul, South Korea	L40S	32	1.37
GDS Holdings SEOUL20 East	GDS Holdings	Seoul, South Korea	MI300X	7	1.55
GDS Holdings SEOUL25 Central	GDS Holdings	Seoul, South Korea	H200	25	1.34
GDS Holdings SHANGHAI5	GDS Holdings	Shanghai, China	—	25	1.24
GDS Holdings SHANGHAI41 South	GDS Holdings	Shanghai, China	—	27	1.27
GDS Holdings SHANGHAI58 East	GDS Holdings	Shanghai, China	—	30	1.31
GDS Holdings BEIJING66 West	GDS Holdings	Beijing, China	—	4	1.40
GDS Holdings BEIJING67 Campus	GDS Holdings	Beijing, China	—	25	1.35
GDS Holdings SHENZHEN8 West	GDS Holdings	Shenzhen, China	—	29	1.33
GDS Holdings SHENZHEN41 North	GDS Holdings	Shenzhen, China	—	25	1.27
GDS Holdings SHENZHEN45 East	GDS Holdings	Shenzhen, China	L40S	5	1.44
GDS Holdings GUANGZHOU4 Central	GDS Holdings	Guangzhou, China	B200	11	1.46
GDS Holdings GUANGZHOU31 Campus	GDS Holdings	Guangzhou, China	A100	26	1.33
GDS Holdings GUANGZHOU38 Campus	GDS Holdings	Guangzhou, China	—	9	1.45
GDS Holdings HANGZHOU1 South	GDS Holdings	Hangzhou, China	—	14	1.23
GDS Holdings HANGZHOU5 West	GDS Holdings	Hangzhou, China	MI300X	14	1.22
GDS Holdings HANGZHOU6 Central	GDS Holdings	Hangzhou, China	H200	2	1.46
GDS Holdings HANGZHOU10 North	GDS Holdings	Hangzhou, China	—	2	1.36
GDS Holdings CHENGDU13 South	GDS Holdings	Chengdu, China	MI300X	3	1.38
GDS Holdings CHENGDU14 Park	GDS Holdings	Chengdu, China	B200	10	1.28
GDS Holdings ULANQAB14 North	GDS Holdings	Ulanqab, China	A100	14	1.29
GDS Holdings MUMBAI41 Campus	GDS Holdings	Mumbai, India	L40S	5	1.42
GDS Holdings MUMBAI46	GDS Holdings	Mumbai, India	—	33	1.37
GDS Holdings MUMBAI47 Campus	GDS Holdings	Mumbai, India	—	31	1.34
GDS Holdings MUMBAI48 East	GDS Holdings	Mumbai, India	—	6	1.40
GDS Holdings BENGALURU11 Park	GDS Holdings	Bengaluru, India	—	7	1.45
GDS Holdings BENGALURU13 Annex	GDS Holdings	Bengaluru, India	—	22	1.27
GDS Holdings BENGALURU15 East	GDS Holdings	Bengaluru, India	A100	22	1.30
GDS Holdings DELHI5 Campus	GDS Holdings	Delhi NCR, India	—	12	1.46
GDS Holdings DELHI10	GDS Holdings	Delhi NCR, India	—	21	1.30
GDS Holdings SYDNEY43 Annex	GDS Holdings	Sydney, Australia	H100	18	1.37
GDS Holdings SYDNEY47 Campus	GDS Holdings	Sydney, Australia	—	10	1.45
GDS Holdings MELBOURNE13 Park	GDS Holdings	Melbourne, Australia	—	7	1.42
GDS Holdings MELBOURNE19 South	GDS Holdings	Melbourne, Australia	—	12	1.52
GDS Holdings BRISBANE14 Annex	GDS Holdings	Brisbane, Australia	—	17	1.29
GDS Holdings BRISBANE18	GDS Holdings	Brisbane, Australia	—	8	1.50
GDS Holdings CANBERRA3 Park	GDS Holdings	Canberra, Australia	—	5	1.42
GDS Holdings CANBERRA4 Annex	GDS Holdings	Canberra, Australia	—	17	1.33
GDS Holdings AUCKLAND16 South	GDS Holdings	Auckland, New Zealand	—	21	1.33
GDS Holdings AUCKLAND18 East	GDS Holdings	Auckland, New Zealand	—	14	1.26
GDS Holdings HANOI6 Park	GDS Holdings	Hanoi, Vietnam	—	3	1.38

[FAQ]

How many datacenters does GDS Holdings operate?

46 indexed facilities totaling 708 MW across 8 countries.

Which GPUs does GDS Holdings deploy?

H200, A100, L40S, MI300X, B200, H100

In which countries does GDS Holdings operate?

Australia, China, India, Japan, New Zealand, Singapore, South Korea, Vietnam

[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.