GPU AI Infrastructure Vendors

Hyperscale Architect

Research: Link Directories

Dominant · Reddit Posts ρ=0.532

AI recommendation signal analysis across 94 domains for the Hyperscale Architect persona in GPU AI Infrastructure Vendors.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.

Download this report (.xlsx)

94Domains Tracked

Hyperscale Architect_persona.report

DomainScore

prnewswire.com

1.0

instagram.com

0.4

datacenterdynamics.com

0.2

together.ai

0.1

antmicro.com

0.1

Domains rankedn = 25

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About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.

Use Case

Collect the worthwhile listings

The directories that rank for this industry. Vet them, claim the legitimate listings, and skip the spam.

How It's Calculated

Where the numbers come from

We run link directories queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.

Overview

What's on this page

Domain and URL charts, the full result list, and title n-gram tables.

Research

Research: Link Directories

Domains appearing in Google results for Hyperscale Architect's Research: Link Directories queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.

By Score

Top URLs

Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.

By Appearance Count

All Results

Every result for Hyperscale Architect's Research: Link Directories queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.

Title	URL	Appearances	Domain PR	Domain HC	Host PR	Host HC

Customizable and scalable GPU cluster for complex, CI- ...	https://antmicro.com/blog/2024/03/customizable-and-scalable-gpu-cluster	2	23	96	30	95
Founder's Hub Startup Needs Access to Startup GPU Cluster	https://learn.microsoft.com/en-us/answers/questions/2247844/founders-hub-startup-needs-access-to-startup-gpu-c	2	80	97	62	96
Hyperscale Data completes Nvidia GPU cluster installation	https://www.datacenterdynamics.com/en/news/hyperscale-data-completes-nvidia-gpu-cluster-installation/	2	44	96	3	94
Building an On-Demand GPU Cloud: A Guide for ...	https://openmetal.io/resources/blog/gpu-for-cloud-resellers/	2	20	95	16	94
How Much Do GPU Clusters Really Cost?	https://newsletter.semianalysis.com/p/how-much-do-gpu-clusters-really-cost	2	34	95	20	95
Top 10 U.S. Data Center Operators by GPU Deployment	https://bisresearch.com/insights/top-10-us-data-center-operators-by-gpu-deployment-the-race-to-build-ai-infrastructure	2	20	95	12	95
GPU Cluster Request	https://www.together.ai/gpu-cluster-request	2	40	96	24	95
AI Hyperscale Infrastructure in India - Multi-MW GPU Hosting	https://www.rackbank.com/ai-services/ai-hyperscale.html	2	17	95	0	94
Cloudian launches HyperScale AI platform built on Nvidia ...	https://www.blocksandfiles.com/ai-ml/2025/10/01/cloudian-launches-hyperscale-ai-platform-built-on-nvidia-blackwell-gpus/1592771	2	30	95	24	95
Deploying Managed GPU Clusters for AI at Hyperspeed	https://www.youtube.com/watch?v=wOrJDZfr7Ho	2	91	99	75	97
Hyperscale Data to Launch On-Demand NVIDIA GPU ...	https://www.prnewswire.com/news-releases/hyperscale-data-to-launch-on-demand-nvidia-gpu-cloud-from-michigan-ai-campus-302592318.html	1	64	97	18	95
Flex on Instagram: " On the road to NVIDIA GTC. Our team is ...	https://www.instagram.com/reel/DV19iOdjwmf/?hl=en	1	93	99	81	97
NVIDIA GPU Clusters: H100, H200, B200, GB200	https://www.together.ai/gpu-clusters	1	40	96	24	95
GPUS (Hyperscale Data Inc): Undervalued AI/HPC ...	https://www.reddit.com/r/pennystocks/comments/1ohbm7j/gpus_hyperscale_data_inc_undervalued_aihpc/	1	72	97	64	96
Invercargill to host New Zealand's first hyperscale AI data ...	https://www.facebook.com/groups/1317860103076920/posts/1322597452603185/	1	96	99	78	97
Apolo AI Platform · White-label GPU	https://www.apolo.us/for-data-center	1	13	95	2	93
Hyperscale Data Center Market Size and Forecast 2035	https://www.datamintelligence.com/hyperscale-datacenters-market	1	19	95	2	94
Hyperscale Data (NYSE American: $GPUS) • Company ...	https://www.youtube.com/watch?v=iBj1mAXQc8w&vl=en	1	91	99	75	97
1-Click Clusters	https://lambda.ai/1-click-clusters	1	33	95	22	95
Wholesale GPU Pricing vs Hyperscale (2026)	https://gpuaas.com/blog/wholesale-gpu-pricing-vs-hyperscale	1	1	94	0	93
Co-Engineering Grace CPU Platforms for Hyperscale	https://www.nvidia.com/gtc/session-catalog/sessions/gtc26-s82477/	1	58	97	26	95
Survey of HPC in US Research Institutions	https://arxiv.org/html/2506.19019v1	1	65	97	61	96
How Enterprises Can Scale AI with GPU Clusters	https://www.nexgencloud.com/blog/thought-leadership/how-enterprises-can-scale-ai-with-gpu-clusters	1	23	95	0	94
Hyperscale Data, Inc. (NYSE American: $GPUS) posted on ...	https://www.linkedin.com/posts/hyperscaledata_hyperscale-data-deploys-high-performance-activity-7417327782994706432-LSI0	1	90	98	73	97
Request a Dedicated GPU Cluster \| Docs	https://docs.hyperstack.cloud/docs/hardware/gpu-cluster-request/	1	15	95	6	93
AI Technology	https://hyperscaledata.com/solutions/ai-technology	1	7	95	3	94
Build AI Factories with Supermicro and NVIDIA	https://www.supermicro.com/en/accelerators/nvidia/ai-factory	1	39	96	13	94
Lessons learned from three years in cloud supercomputing	https://blog.glennklockwood.com/2025/07/lessons-learned-from-three-years-in.html	1	29	95	6	94
Deep Learning Workload Scheduling in GPU Datacenters	https://dl.acm.org/doi/full/10.1145/3638757	1	63	97	62	96
OCPGPU&ACCELERATOR RAS REQUIREMENTS V1.7	https://www.opencompute.org/documents/ocp-gpu-and-accelerators-ras-requirements-v1-7-10-23-2025-pdf	1	46	96	16	95
GPU Private Cloud for AI & ML Workloads	https://www.ctrls.com/gpu-private-cloud-for-ai/	1	15	95	3	94
Designing AI Datacenters for High-Density GPU Clusters	https://www.linkedin.com/posts/ctrls-datacenters-ltd_ai-infrastructure-is-entering-a-new-phase-activity-7440249703679627264-6Uun	1	90	98	73	97
GPU Cloud for Startups in 2026: How to Get H100 Access ...	https://www.spheron.network/blog/gpu-cloud-startups-2026/	1	18	95	7	94
Hyperscale Data Announces Completion of $125 Million At ...	https://www.nasdaq.com/press-release/hyperscale-data-announces-completion-125-million-market-program-strengthening-its	1	53	97	17	95
High-Performance GPU Cloud for AI, ML & Rendering	https://www.hyperscales.in/store/gpu-cloud	1	1	94	0	93
Private AI Solutions: A Guide to Datacenter Providers	https://intuitionlabs.ai/articles/private-ai-datacenter-providers	1	23	95	17	95
Hyperscale Data to Launch On-Demand NVIDIA GPU Cloud ...	https://www.facebook.com/hyperscaledata/videos/hyperscale-data-to-launch-on-demand-nvidia-gpu-cloud-from-michigan-ai-campus-rea/2202511456908801/	1	96	99	78	97
Hyperscale Data Future Growth	https://simplywall.st/stocks/us/capital-goods/nysemkt-gpus/hyperscale-data/future	1	30	96	26	95
Top 10: Fastest Growing Data Centre Companies	https://datacentremagazine.com/top10/top-10-fastest-growing-data-centre-companies	1	31	95	24	95
The GPU Profile Request	https://www.thegpu.directory/profile-request/	1	0	92	0	91
Inside 100000+ GPU Clusters Powering Next-Generation ...	https://www.datacenters.com/news/inside-the-100-000-gpu-clusters-powering-next-generation-ai-data-centers	1	24	95	2	94
Hyperscale Data Begins AI Facility Conversion for NVIDIA ...	https://www.stocktitan.net/news/GPUS/hyperscale-data-kicks-off-significant-build-out-at-michigan-campus-y4z73r2krx02.html	1	28	95	1	94
Hyperscale Data to launch on-demand NVIDIA GPU cloud ...	https://www.investing.com/news/company-news/hyperscale-data-to-launch-ondemand-nvidia-gpu-cloud-service-in-2026-93CH-4303916	1	53	97	22	95
Find Companies \| Hyperscale	https://docs.usehyperscale.com/find-customers/find-companies	1	-	-	-	-
Hyperscale Data Completes First Installation of Nvidia ...	https://finance.yahoo.com/news/hyperscale-data-completes-first-installation-103000430.html	1	69	97	53	96
Hyperscale Data advances AI compute leasing at Michigan ...	https://cryptobriefing.com/hyperscale-data-michigan-ai-compute/	1	31	96	26	95
NVIDIA Partners with Nebius on Hyperscale AI Cloud Build ...	https://www.techbuzz.ai/articles/nvidia-partners-with-nebius-on-hyperscale-ai-cloud-build-out	1	25	95	1	94
Inside America's Nearly USD 700 Billion Data Center ...	https://www.telecomreviewamericas.com/articles/reports-and-coverage/inside-americas-nearly-usd-700-billion-data-center-expansion-driven-by-ai-and-gpus/	1	13	95	2	94
The Future of AI Clusters for Enterprise in 2025	https://www.coreweave.com/blog/building-ai-clusters-for-enterprises-2025	1	31	95	15	95
Supermicro expands its @NVIDIA Blackwell Portfolio ...	https://www.instagram.com/p/DSDzzdPDAcG/	1	93	99	81	97
Will QAI Moon Beat Hyperscalers in GPU Latency?	https://futurumgroup.com/insights/will-qai-moon-beat-hyperscalers-in-gpu-latency/	1	32	96	24	95
AT HYPERSCALE	https://nextdc.com/hubfs/THE%20BLUEPRINT%20600kW%20Brief.pdf	1	25	96	12	94
Why Is Hyperscale Data Stock Falling Friday?	https://www.benzinga.com/trading-ideas/movers/25/11/48872584/hyperscale-data-ceo-doubles-down-on-bitcoin-in-candid-letter	1	43	96	11	95
MAST: Global Scheduling of ML Training across Geo- ...	https://www.usenix.org/system/files/osdi24-choudhury.pdf	1	52	97	19	95
GPU-as-a-Service Primed for Massive Growth	https://www.mvp.vc/venture-bytes/venture-bytes-105-gpu-as-a-service-primed-for-massive-growth	1	7	95	1	93
The next big shifts in AI workloads and hyperscaler strategies	https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/the-next-big-shifts-in-ai-workloads-and-hyperscaler-strategies	1	62	97	29	95
Cisco Powers AI-Ready Data Centers, From Hyperscale to ...	https://investor.cisco.com/news/news-details/2025/Cisco-Powers-AI-Ready-Data-Centers-From-Hyperscale-to-Enterprise/default.aspx	1	58	97	20	95
Top 5 Hyperscale Data Center Companies in 2026	https://gbc-engineers.com/news/top-5-hyperscale-data-center-companies	1	6	95	6	94
Support HPC Deployments with High-Density Colocation	https://www.flexential.com/solutions/support-high-density-deployments	1	27	95	6	94
Enhancing Tech with GPU Cluster Solutions	https://www.nscale.com/solutions/industry/software-technology	1	24	95	4	94
Bitzero Holdings Inc. Partners with CBRE & Hydra Host to ...	https://bitzero.com/bitzero-holdings-inc-partners-with-cbre-hydra-host-to-commercialize-deploy-ai-compute-capability-across-hyperscale-gpu-demand-channels/	1	4	95	1	94
Nebius to triple capacity at Finland data center to 75 MW	https://nebius.com/newsroom/nebius-to-triple-capacity-at-finland-data-center-to-75-mw	1	36	95	24	95
Use GPUs with Discrete Device Assignment in clustered VMs	https://learn.microsoft.com/en-us/windows-server/virtualization/hyper-v/deploy/use-gpu-with-clustered-vm	1	80	97	62	96
Designing & Building Data Center AI Infrastructure at Scale	https://www.penguinsolutions.com/en-us	1	22	95	1	94
Hyperscale Data (GPUS) Reports Growing Demand for AI ...	https://www.gurufocus.com/news/8916032/hyperscale-data-gpus-reports-growing-demand-for-ai-infrastructure?mobile=true%3Fmobile%3Dtrue	1	31	96	3	94
Cloud & Hyperscalers Solutions	https://credosemi.com/solutions/cloud-hyperscalers/	1	20	95	12	94
Hyperscale Data, Inc. to Launch On-Demand Nvidia GPU ...	https://www.marketscreener.com/news/hyperscale-data-inc-to-launch-on-demand-nvidia-gpu-cloud-from-michigan-ai-campus-ce7d5dd8db88f52d	1	38	96	4	94
Data Center World	https://datacenterworld.com/	1	39	95	19	94
Cannabis company merges with GPU hosting ...	https://www.sdxcentral.com/news/cannabis-company-merges-with-gpu-hosting-company-hyperscale-nexus/	1	41	96	0	94
NVIDIA NGC	https://www.nvidia.com/en-us/gpu-cloud/	1	58	97	26	95
Delivering Hyperscale Datacenters in Record Timelines	https://www.linkedin.com/posts/ctrls-datacenters-ltd_insights-delivering-hyperscale-datacenters-activity-7460213065037467649-XF8S	1	90	98	73	97
AI factory design – from high density ...	https://www.se.com/us/en/work/solutions/ai-factory/reference-designs/	1	46	96	17	95
Top 25 Largest Data Center Companies in the U.S. by ...	https://www.abiresearch.com/blog/top-25-largest-data-center-companies-united-states	1	35	96	2	94
What is a Hyperscale Data Center?	https://www.coresite.com/blog/what-is-a-hyperscale-data-center	1	37	96	2	94
Cisco, NVIDIA and Sharon AI bring hyperscale-class AI ...	https://www.edgeir.com/cisco-nvidia-and-sharon-ai-bring-hyperscale-class-ai-infrastructure-onshore-in-australia-20260302	1	22	95	0	94
Fidium joins Flexential Marketplace as AI workloads push ...	https://www.channeldive.com/news/fidium-flexential-ai-workloads-fiber-optics-800G/815322/	1	19	95	0	94
GPU Computing Systems	https://www.advancedclustering.com/technologies/gpu-computing/	1	17	95	6	94
alibaba/clusterdata: cluster data collected from production ...	https://github.com/alibaba/clusterdata	1	82	97	86	97
AI GPU clusters with one million GPUs are planned for 2027	https://www.tomshardware.com/tech-industry/artificial-intelligence/ai-gpu-clusters-with-one-million-gpus-are-planned-for-2027-broadcom-says-three-ai-supercomputers-are-in-the-works	1	46	97	10	95
Data Center GPU Market Size, Share \| Industry Report [2034]	https://www.fortunebusinessinsights.com/data-center-gpu-market-109995	1	48	97	9	94
Power Stabilization for AI Training Datacenters	https://arxiv.org/html/2508.14318v1	1	65	97	61	96
Lambda builds AI factories with Supermicro NVIDIA ...	https://www.ourcrowd.com/startup-news/lambda-builds-ai-factories-with-supermicro-nvidia-blackwell-gpu-server-clusters-to-deliver-production-ready-next-gen-ai-infrastructure-at-scale	1	28	95	5	94
Supermicro Announces New AI Factory Cluster Solutions ...	https://pressreleasehub.pa.media/article/supermicro-announces-new-ai-factory-cluster-solutions-based-on-nvidia-enterprise-reference-architectures-and-nvidia-blackwell-ai-infrastructure-to-simplify-the-deployment-of-ai-at-scale-60220.html	1	26	95	9	94
What are data centers? Pittsburgh's hyperscale boom primer	https://www.bizjournals.com/pittsburgh/news/2026/03/25/data-centers-explainer-hyperscale-gpu.html	1	66	97	15	95
Preparing the GPUs for our new AI Cluster	https://www.facebook.com/groups/it.humor.and.memes/posts/32680116164920755/	1	96	99	78	97
Live GPU Rental Listings Point to Early Price Compression	https://www.datacenterknowledge.com/infrastructure/gpu-rental-markets-show-signs-of-pricing-compression	1	41	96	2	94
Hyperscaler buildouts eclipse enterprise data center ...	https://www.ciodive.com/news/hyperscale-ai-infrastructure-eclipses-enterprise-data-center-capacity-srg/751744/	1	44	96	5	94
Custom-built GPU Clusters	https://www.scaleway.com/en/custom-built-clusters/	1	43	96	17	95
Hyperscale Data (GPUS) Provides Business Update	https://www.streetinsider.com/Corporate+News/Hyperscale+Data+%28GPUS%29+Provides+Business+Update/24832048.html	1	35	96	4	94

Phrase Frequency

Title N-Grams

Most common word phrases (2 to 7 words) across every result title for these queries.

2-grams

20	hyperscale data
12	data center
10	gpu cluster
10	gpu clusters
7	nvidia gpu
6	on demand
6	for ai
6	gpu cloud
4	to launch
4	launch on
4	demand nvidia
4	hyperscale ai
3	data to
3	data completes
3	data inc
3	ai platform
3	with gpu
3	cloud for
3	high density
3	a guide
3	top 10
3	gpu hosting
3	u s
3	clusters for
2	completes nvidia

3-grams

4	to launch on
4	launch on demand
4	on demand nvidia
4	demand nvidia gpu
3	hyperscale data to
3	data to launch
3	hyperscale data completes
3	hyperscale data inc
3	hyperscale data center
2	data completes nvidia
2	completes nvidia gpu
2	nvidia gpu cluster
2	gpu cluster installation
2	customizable and scalable
2	and scalable gpu
2	scalable gpu cluster
2	gpu cluster for
2	cluster for complex
2	for complex ci
2	founder s hub
2	s hub startup
2	hub startup needs
2	startup needs access
2	needs access to
2	access to startup

4-grams

4	to launch on demand
4	launch on demand nvidia
4	on demand nvidia gpu
3	hyperscale data to launch
3	data to launch on
2	hyperscale data completes nvidia
2	data completes nvidia gpu
2	completes nvidia gpu cluster
2	nvidia gpu cluster installation
2	customizable and scalable gpu
2	and scalable gpu cluster
2	scalable gpu cluster for
2	gpu cluster for complex
2	cluster for complex ci
2	founder s hub startup
2	s hub startup needs
2	hub startup needs access
2	startup needs access to
2	needs access to startup
2	access to startup gpu
2	to startup gpu cluster
2	ai factories with supermicro
2	cloud for ai ml
2	demand nvidia gpu cloud
2	ai hyperscale infrastructure in

5-grams

4	to launch on demand nvidia
4	launch on demand nvidia gpu
3	hyperscale data to launch on
3	data to launch on demand
2	hyperscale data completes nvidia gpu
2	data completes nvidia gpu cluster
2	completes nvidia gpu cluster installation
2	customizable and scalable gpu cluster
2	and scalable gpu cluster for
2	scalable gpu cluster for complex
2	gpu cluster for complex ci
2	founder s hub startup needs
2	s hub startup needs access
2	hub startup needs access to
2	startup needs access to startup
2	needs access to startup gpu
2	access to startup gpu cluster
2	on demand nvidia gpu cloud
2	ai hyperscale infrastructure in india
2	hyperscale infrastructure in india multi
2	infrastructure in india multi mw
2	in india multi mw gpu
2	india multi mw gpu hosting
2	building an on demand gpu
2	an on demand gpu cloud

6-grams

4	to launch on demand nvidia gpu
3	hyperscale data to launch on demand
3	data to launch on demand nvidia
2	hyperscale data completes nvidia gpu cluster
2	data completes nvidia gpu cluster installation
2	customizable and scalable gpu cluster for
2	and scalable gpu cluster for complex
2	scalable gpu cluster for complex ci
2	founder s hub startup needs access
2	s hub startup needs access to
2	hub startup needs access to startup
2	startup needs access to startup gpu
2	needs access to startup gpu cluster
2	launch on demand nvidia gpu cloud
2	ai hyperscale infrastructure in india multi
2	hyperscale infrastructure in india multi mw
2	infrastructure in india multi mw gpu
2	in india multi mw gpu hosting
2	building an on demand gpu cloud
2	an on demand gpu cloud a
2	on demand gpu cloud a guide
2	demand gpu cloud a guide for
2	how much do gpu clusters really
2	much do gpu clusters really cost
2	top 10 u s data center

7-grams

3	hyperscale data to launch on demand nvidia
3	data to launch on demand nvidia gpu
2	hyperscale data completes nvidia gpu cluster installation
2	customizable and scalable gpu cluster for complex
2	and scalable gpu cluster for complex ci
2	founder s hub startup needs access to
2	s hub startup needs access to startup
2	hub startup needs access to startup gpu
2	startup needs access to startup gpu cluster
2	to launch on demand nvidia gpu cloud
2	ai hyperscale infrastructure in india multi mw
2	hyperscale infrastructure in india multi mw gpu
2	infrastructure in india multi mw gpu hosting
2	building an on demand gpu cloud a
2	an on demand gpu cloud a guide
2	on demand gpu cloud a guide for
2	how much do gpu clusters really cost
2	top 10 u s data center operators
2	10 u s data center operators by
2	u s data center operators by gpu
2	s data center operators by gpu deployment
2	deploying managed gpu clusters for ai at
2	managed gpu clusters for ai at hyperspeed
2	cloudian launches hyperscale ai platform built on
2	launches hyperscale ai platform built on nvidia