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GPU AI Infrastructure Vendors

Hyperscale Architect

LLM Search+Fanout Visibility
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
8.2MReddit Posts
16KWikipedia Articles
1.6MOpen Web Matches
Hyperscale Architect_persona.report
DomainScore
nvidia.com
9.3
amd.com
2.4
dell.com
1.6
supermicro.com
1.5
coreweave.com
1.3
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

See what AI reads before it answers

Fanout queries are the web searches a model runs mid-answer. The pages it retrieves and cites are the sources shaping its recommendations, so treat the citation lists as your target list for earning coverage, mentions, and links.

How It's Calculated

Where the numbers come from

Scoped to the runs where models used web search. Same rank-weighted scoring as LLM Search Visibility, plus every URL the searches retrieved (citation sources) and every URL actually cited in answers (citations), aggregated by frequency.

Overview

What's on this page

Domain rankings for web-search-augmented runs and the full citation and citation-source URL lists, filterable by model.

LLM Data

Top LLM-recommended domains

How often AI models recommended each domain specifically via web-search fanout queries when answering Hyperscale Architect queries, a subset of the runs behind the main LLM Search Visibility report, not the full combined dataset. The left chart shows raw recommendation counts, the right shows what percentage of queries included that domain.

Score (below) is the primary ranking metric: a weighted-reciprocal-rank sum across every model and run, where each model's contribution is scaled by that model's influence weight.

Only these five models ran web-search fanout queries. The checkboxes filter these charts and the Citations / Citation Sources lists below; updates automatically as you check/uncheck.

LLM Data

Citations

Every URL the models actually cited in their final answers to Hyperscale Architect fanout queries, aggregated by how often each URL was cited. Filtered by the model checkboxes above.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
AI Infrastructure Companies in 2026: GPU Cloud, Inference, Training, and MLOps Providers | Spheron Bloghttps://www.spheron.network/blog/ai-infrastructure-companies-2026/21895794
Top 60+ Cloud GPU Providers in 2026https://aimultiple.com/cloud-gpu-providers239963495
slyd.comhttps://slyd.com/resources/oem-comparison2093093
GB200 NVL72 | NVIDIAhttps://www.nvidia.com/en-us/data-center/gb200-nvl72/?utm_source=openai158972695
https://investor.wedbush.com/wedbush/article/marketminute-2025-9-9-ai-chip-wars-intensifies-nvidias-dominance-challenged-by-aggressive-rivals-and-hyperscalers-custom-silicon-pushhttps://investor.wedbush.com/wedbush/article/marketminute-2025-9-9-ai-chip-wars-intensifies-nvidias-dominance-challenged-by-aggressive-rivals-and-hyperscalers-custom-silicon-push12295995
abiresearch.comhttps://www.abiresearch.com/blog/top-five-ai-server-companies13596294
Overview — NVIDIA NVL72 AI Factoryhttps://docs.nvidia.com/enterprise-reference-architectures/nvl72-ai-factory/latest/overview.html?utm_source=openai158974295
https://www.nasdaq.com/articles/nvidias-data-center-grows-fast-can-it-sustain-momentumhttps://www.nasdaq.com/articles/nvidias-data-center-grows-fast-can-it-sustain-momentum153971795
https://bingx.com/en/learn/article/top-ai-data-center-stocks-to-buy-cloud-servers-ai-compute-infrasturcutrehttps://bingx.com/en/learn/article/top-ai-data-center-stocks-to-buy-cloud-servers-ai-compute-infrasturcutre129962795
AMD Instinct MI300X Accelerators Available on Oracle Cloud Infrastructure for Demanding AI Applications :: Advanced Micro Devices, Inc. (AMD)https://ir.amd.com/news-events/press-releases/detail/1217/amd-instinct-mi300x-accelerators-available-on-oracle-cloud-infrastructure-for-demanding-ai-applications?utm_source=openai155972195
https://www.delloro.com/news/hyperscaler-ai-deployments-lift-data-center-capex-to-record-highs-in-2q-2025/https://www.delloro.com/news/hyperscaler-ai-deployments-lift-data-center-capex-to-record-highs-in-2q-2025/12595194
wiwynn.comhttps://www.wiwynn.com/solutions/ai-infrastructure12895093
Top 12 Cloud GPU Providers for AI and Machine Learning in 2026https://www.runpod.io/articles/guides/top-cloud-gpu-providers131951795
https://www.aptlytech.com/best-hyperscale-data-center-vendors-2026/https://www.aptlytech.com/best-hyperscale-data-center-vendors-2026/1194093
AMD Delivers Leadership Portfolio of Data Center AI Solutions with AMD Instinct MI300 Series :: Advanced Micro Devices, Inc. (AMD)https://ir.amd.com/news-events/press-releases/detail/1173/amd-delivers-leadership-portfolio-of-data-center-ai-solutions-with-amd-instinct-mi300-series?utm_source=openai155972195
https://www.voronoiapp.com/technology/AI-Infrastructure-Titans-by-Market-Cap---From-GPUs-to-cloud-giants-a-snapshot-of-the-top-companies-6878https://www.voronoiapp.com/technology/AI-Infrastructure-Titans-by-Market-Cap---From-GPUs-to-cloud-giants-a-snapshot-of-the-top-companies-687812496094
umbrex.comhttps://umbrex.com/resources/company-profiles/wiwynn-corporation/126951994
Nebius: $2 Billion Strategic Investment From NVIDIA To Build Hyperscale AI Cloud Infrastructurehttps://pulse2.com/nebius-2-billion-strategic-investment-from-nvidia-to-build-hyperscale-ai-cloud-infrastructure/135952895
PowerEdge XE9680L | Dell USAhttps://www.dell.com/en-us/shop/ipovw/poweredge-xe9680l?utm_source=openai153972895
https://www.nasdaq.com/articles/amd-gains-traction-ai-infrastructure-market-sign-more-upsidehttps://www.nasdaq.com/articles/amd-gains-traction-ai-infrastructure-market-sign-more-upside153971795
theaiconsultingnetwork.comhttps://www.theaiconsultingnetwork.com/blog/foxconn-q1-ai-server-revenue-surge-cre-investors-20261294093
NVIDIA and Partners Build America’s AI Infrastructure and Create Blueprint to Power the Next Industrial Revolution | NVIDIA Newsroomhttps://nvidianews.nvidia.com/news/nvidia-partners-ai-infrastructure-america158973495
https://www.gmicloud.ai/en/blog/top-10-providers-for-ai-in-2026https://www.gmicloud.ai/en/blog/top-10-providers-for-ai-in-202612296695
Specification Sheethttps://www.delltechnologies.com/asset/en-us/products/servers/technical-support/poweredge-xe9680l-spec-sheet.pdf?utm_source=openai145961094
https://dstack.ai/blog/state-of-cloud-gpu-2025/https://dstack.ai/blog/state-of-cloud-gpu-2025/118951194
wikipedia.orghttps://en.wikipedia.org/wiki/Wiwynn180987697
https://introl.com/blog/gpu-cluster-network-topology-fat-tree-dragonfly-rail-optimized-2025https://introl.com/blog/gpu-cluster-network-topology-fat-tree-dragonfly-rail-optimized-2025118951495
HPE announces shipment of its first NVIDIA Grace Blackwell system | HPEhttps://www.hpe.com/us/en/newsroom/press-release/2025/02/hpe-announces-shipment-of-its-first-nvidia-grace-blackwell-system.html?utm_source=openai150972295
https://cycle.io/blog/rise-of-the-neocloud-top-10-providers-and-adoption-trendshttps://cycle.io/blog/rise-of-the-neocloud-top-10-providers-and-adoption-trends11495895
mlq.aihttps://mlq.ai/news/foxconn-and-intel-announce-rack-scale-ai-infrastructure-partnership-at-computex-2026/137963295
Ultimate Guide – The Top and The Best High-Performance GPU Clusters Service of 2026https://www.siliconflow.com/articles/en/the-best-high-performance-gpu-clusters-service11795293
https://www.weka.io/learn/enterprise-technology/nvidia-infiniband/https://www.weka.io/learn/enterprise-technology/nvidia-infiniband/132961195
NVIDIA GB200 NVL72 | 48U | Rack Solutions | Supermicrohttps://www.supermicro.com/en/products/system/gpu/48u/srs-gb200-nvl72?utm_source=openai139961394
https://investor.wedbush.com/wedbush/article/marketminute-2025-12-31-beyond-the-hype-how-nebius-is-powering-the-next-phase-of-the-ai-infrastructure-buildouthttps://investor.wedbush.com/wedbush/article/marketminute-2025-12-31-beyond-the-hype-how-nebius-is-powering-the-next-phase-of-the-ai-infrastructure-buildout12295995
serverlift.comhttps://serverlift.com/blog/focus-on-server-manufacturer-inspur/11295894
10+ Leading Cloud GPU Providers Ranked by Performance | Hyperstackhttps://www.hyperstack.cloud/blog/case-study/top-cloud-gpu-providers11595595
https://www.thenetworkdna.com/2026/03/ai-data-center-networking-how-gpu.htmlhttps://www.thenetworkdna.com/2026/03/ai-data-center-networking-how-gpu.html1595094
NVIDIA Blackwell HGX™ B300, B200 and GB200 NVL72 Solutions | Supermicrohttps://www.supermicro.com/en/accelerators/nvidia/?utm_source=openai139961394
https://www.datacenterknowledge.com/ai-data-centers/neoclouds-vs-hyperscalers-will-ai-s-specialized-clouds-prevail-https://www.datacenterknowledge.com/ai-data-centers/neoclouds-vs-hyperscalers-will-ai-s-specialized-clouds-prevail-14196294
opencompute.orghttps://www.opencompute.org/blog/inspur-and-open-computing-project-ocp-jointly-launch-new-rack-server-solution-addressing-hyper-scale-data-center-requirements146961695
NVIDIA GPU Clusters: H100, H200, B200, GB200 | Together AIhttps://www.together.ai/gpu-clusters140962495
https://arxiv.org/pdf/2407.05467https://arxiv.org/pdf/2407.05467165976196
ThinkSystem SC777 V4 Neptune | Lenovo UShttps://www.lenovo.com/us/en/p/servers-storage/servers/supercomputing/lenovo-thinksystem-sc777-v4-neptune/len21ts0041?utm_source=openai151972195
https://investor.wedbush.com/wedbush/article/tokenring-2025-12-19-beyond-the-green-giant-the-architects-building-the-ai-infrastructure-frontierhttps://investor.wedbush.com/wedbush/article/tokenring-2025-12-19-beyond-the-green-giant-the-architects-building-the-ai-infrastructure-frontier12295995
slideshare.nethttps://www.slideshare.net/slideshow/inspur-open-hardware-in-hyperscale-datacenters/83448735161973095
https://www.siliconflow.com/articles/en/the-best-reliable-GPU-cloudhttps://www.siliconflow.com/articles/en/the-best-reliable-GPU-cloud11795293
AI Infrastructure | Oraclehttps://www.oracle.com/ai-infrastructure/?utm_source=openai172973295
https://pages.marketintelligence.spglobal.com/rs/565-BDO-100/images/451_BI_GPUaaS_2025_R1.pdfhttps://pages.marketintelligence.spglobal.com/rs/565-BDO-100/images/451_BI_GPUaaS_2025_R1.pdf151971895
qct.iohttps://www.qct.io/13795794
https://www.onesourcecloud.net/cms/gpu-cloud-for-enterprise-ai.htmlhttps://www.onesourcecloud.net/cms/gpu-cloud-for-enterprise-ai.html11594094
CoreWeave - CoreWeave Launches NVIDIA GB200 Grace Blackwell Systems at Scalehttps://investors.coreweave.com/news/news-details/2025/CoreWeave-Launches-NVIDIA-GB200-Grace-Blackwell-Systems-at-Scale/default.aspx?utm_source=openai13195894
https://www.forbesindia.com/article/ai-tracker/aws-openai-38-billion-deal-signals-shift-in-ai-cloud-infrastructure-strategy/2988438/1https://www.forbesindia.com/article/ai-tracker/aws-openai-38-billion-deal-signals-shift-in-ai-cloud-infrastructure-strategy/2988438/1138961495
arrcus.comhttps://arrcus.com/news/arrcus-and-quanta-announce-collaboration122951494
https://intuitionlabs.ai/articles/on-prem-ai-infrastructure-comparisonhttps://intuitionlabs.ai/articles/on-prem-ai-infrastructure-comparison123951795
Guide Cisco publichttps://www.cisco.com/c/en/us/products/collateral/servers-unified-computing/ai-pod-ucs-c885a-servers-nexus-9364e--sg2-switches.pdf?utm_source=openai158973295
https://www.tmtpost.com/7720554.htmlhttps://www.tmtpost.com/7720554.html13395094
umbrex.comhttps://umbrex.com/resources/company-profiles/hon-hai-precision-industry-ltd/126951994
https://futurumgroup.com/insights/will-supermicros-legal-crisis-shift-server-market-share-to-new-dell-and-hpe-gpu-platforms/https://futurumgroup.com/insights/will-supermicros-legal-crisis-shift-server-market-share-to-new-dell-and-hpe-gpu-platforms/132962495
ASUS Unveils the Latest ASUS AI POD Featuring NVIDIA GB300 NVL72 | ASUS Pressroom - Official Global News & Updateshttps://press.asus.com/news/press-releases/asus-unveils-the-latest-asus-ai-pod-featuring-nvidia-gb-300-nvl-72/?utm_source=openai147971795
builtin.comhttps://builtin.com/articles/ai-infrastructure-companies148964196
https://nvidianews.nvidia.com/news/nvidia-and-nebius-partner-to-scale-full-stack-ai-cloudhttps://nvidianews.nvidia.com/news/nvidia-and-nebius-partner-to-scale-full-stack-ai-cloud158973495
wiwynn.comhttps://www.wiwynn.com/12895093
https://introl.com/blog/dell-hpe-supermicro-gpu-server-comparison-guidehttps://introl.com/blog/dell-hpe-supermicro-gpu-server-comparison-guide118951495
intel.comhttps://www.intel.com/content/www/us/en/developer/articles/community/testimonial-quanta.html158973395
digitimes.comhttps://www.digitimes.com/news/a20260529PD224/foxconn-ai-server-cpo-business-2026.html13996695
servethehome.comhttps://www.servethehome.com/inspur-systems-nf5468m5-review-4u-8x-gpu-server/3/13996594
https://builtin.com/artificial-intelligence/ai-infrastructure-companieshttps://builtin.com/artificial-intelligence/ai-infrastructure-companies148964196
https://www.abiresearch.com/blogs/2025/09/22/top-five-ai-server-companies-for-data-centers-and-enterprises/https://www.abiresearch.com/blogs/2025/09/22/top-five-ai-server-companies-for-data-centers-and-enterprises/13596294
https://slyd.io/blog/oem-comparison-2026/https://slyd.io/blog/oem-comparison-2026/1----
https://www.intel.com/content/www/us/en/developer/articles/case-study/quanta-cloud-technology-devcloud.htmlhttps://www.intel.com/content/www/us/en/developer/articles/case-study/quanta-cloud-technology-devcloud.html158973395
https://www.digitimes.com/news/a20260529VL200/foxconn-ai-server-cpo.htmlhttps://www.digitimes.com/news/a20260529VL200/foxconn-ai-server-cpo.html13996695
https://www.bloomberg.com/profile/company/2357:TThttps://www.bloomberg.com/profile/company/2357:TT163972695
72 resultsAll results shown
LLM Data

Citation sources

Every URL the models' web searches retrieved while answering: the wider pool the citations above were drawn from, aggregated the same way and filtered by the same model checkboxes.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
AI Infrastructure Companies in 2026: GPU Cloud, Inference, Training, and MLOps Providers | Spheron Bloghttps://www.spheron.network/blog/ai-infrastructure-companies-2026/21895794
slyd.comhttps://slyd.com/resources/oem-comparison2093093
Recommended AI-ready Hyperscale Data Center Vendors In 2026https://www.aptlytech.com/best-hyperscale-data-center-vendors-2026/2194093
abiresearch.comhttps://www.abiresearch.com/blog/top-five-ai-server-companies23596294
Top 60+ Cloud GPU Providers in 2026https://aimultiple.com/cloud-gpu-providers239963495
Top 12 Cloud GPU Providers for AI and Machine Learning in 2026https://www.runpod.io/articles/guides/top-cloud-gpu-providers231951795
builtin.comhttps://builtin.com/articles/ai-infrastructure-companies248964196
Ultimate Guide – The Top and The Best High-Performance GPU Clusters Service of 2026https://www.siliconflow.com/articles/en/the-best-high-performance-gpu-clusters-service21795293
wikipedia.orghttps://en.wikipedia.org/wiki/Wiwynn280987697
https://www.techradar.com/pro/nvidias-direct-to-chip-liquid-cooling-is-a-sustainability-and-a-performance-winhttps://www.techradar.com/pro/nvidias-direct-to-chip-liquid-cooling-is-a-sustainability-and-a-performance-win155972195
AI Chip Wars Intensify: NVIDIA's Dominance Challenged by Aggressive Rivals and Hyperscalers' Custom Silicon Pushhttp://investor.wedbush.com/wedbush/article/marketminute-2025-9-9-ai-chip-wars-intensify-nvidias-dominance-challenged-by-aggressive-rivals-and-hyperscalers-custom-silicon-push12295995
https://www.supermicro.com/en/products/system/gpu/48u/srs-gb200-nvl72https://www.supermicro.com/en/products/system/gpu/48u/srs-gb200-nvl72139961394
https://pages.marketintelligence.spglobal.com/rs/565-BDO-100/images/451_BI_GPUaaS_2025_R1.pdf?version=0#3#1https://pages.marketintelligence.spglobal.com/rs/565-BDO-100/images/451_BI_GPUaaS_2025_R1.pdf?version=0#3#1151971895
Ultimate Guide – The Top and The Best Reliable GPU Cloud Providers of 2026https://www.siliconflow.com/articles/en/the-best-reliable-GPU-cloud11795293
GPU Cluster Network Topology Design | Introl Bloghttps://introl.com/blog/gpu-cluster-network-topology-fat-tree-dragonfly-rail-optimized-2025118951495
https://docs.coreweave.com/changelog/release-notes/gb200-nvl72https://docs.coreweave.com/changelog/release-notes/gb200-nvl72131951394
Neoclouds vs. Hyperscalers: Will AI's Specialized Clouds Prevail?https://www.datacenterknowledge.com/ai-data-centers/neoclouds-vs-hyperscalers-will-ai-s-specialized-clouds-prevail-14196294
wiwynn.comhttps://www.wiwynn.com/solutions/ai-infrastructure12895093
Dense AI GPU Servers with NVIDIA HGX and AMD OAM Technology - Ciscohttps://www.cisco.com/site/us/en/products/computing/servers-unified-computing-systems/dense-ai-gpu-servers/index.html158973295
Top AI Data Center Stocks to Buy in 2026: Cloud, Servers, and AI Compute Infrastructurehttps://bingx.com/en/learn/article/top-ai-data-center-stocks-to-buy-cloud-servers-ai-compute-infrasturcutre129962795
https://www.dell.com/en-us/shop/ipovw/poweredge-xe9680lhttps://www.dell.com/en-us/shop/ipovw/poweredge-xe9680l153972895
Beyond the Green Giant: The Architects Building the AI Infrastructure Frontierhttps://investor.wedbush.com/wedbush/article/tokenring-2025-12-19-beyond-the-green-giant-the-architects-building-the-ai-infrastructure-frontier12295995
umbrex.comhttps://umbrex.com/resources/company-profiles/wiwynn-corporation/126951994
Will Supermicro's Legal Crisis Shift Server Market Share to New Dell and HPE GPU Platforms?https://futurumgroup.com/insights/will-supermicros-legal-crisis-shift-server-market-share-to-new-dell-and-hpe-gpu-platforms/132962495
NVIDIA InfiniBand Networking Platform: How it Works and Morehttps://www.weka.io/learn/enterprise-technology/nvidia-infiniband/132961195
https://www.nvidia.com/en-us/data-center/gb200-nvl72/?ncid=no-ncidhttps://www.nvidia.com/en-us/data-center/gb200-nvl72/?ncid=no-ncid158972695
Lambda Labs vs Paperspace vs Vast.ai：2025年GPU云服务商对比https://introl.com/zh/blog/lambda-paperspace-vast-gpu-cloud-comparison-2025118951495
theaiconsultingnetwork.comhttps://www.theaiconsultingnetwork.com/blog/foxconn-q1-ai-server-revenue-surge-cre-investors-20261294093
Nebius: $2 Billion Strategic Investment From NVIDIA To Build Hyperscale AI Cloud Infrastructurehttps://pulse2.com/nebius-2-billion-strategic-investment-from-nvidia-to-build-hyperscale-ai-cloud-infrastructure/135952895
https://blogs.nvidia.com/blog/blackwell-coreweave-gb200-nvl72-instances-cloud/https://blogs.nvidia.com/blog/blackwell-coreweave-gb200-nvl72-instances-cloud/158973996
OpenAI 1 Trillion Compute Deals Put NVDA AMD ORCL in Playhttps://nai500.com/blog/2025/10/openai-1-trillion-compute-deals-put-nvda-amd-orcl-in-play/116951194
Why do you need Infiniband for Large Scale GPU Clusters… | by Shubham Mishra | Mediumhttps://medium.com/@shubhammishra892/why-would-you-need-infiniband-for-large-scale-gpu-clusters-07929ede7e59174976897
https://www.nvidia.com/en-us/data-center/gb200-nvl72/https://www.nvidia.com/en-us/data-center/gb200-nvl72/158972695
https://www.globenewswire.com/news-release/2025/08/14/3133574/28124/en/Data-Center-GPU-Company-Evaluation-Report-2025-NVIDIA-Intel-and-AMD-Lead.html?pdf=1#1#1https://www.globenewswire.com/news-release/2025/08/14/3133574/28124/en/Data-Center-GPU-Company-Evaluation-Report-2025-NVIDIA-Intel-and-AMD-Lead.html?pdf=1#1#1159973395
mlq.aihttps://mlq.ai/news/foxconn-and-intel-announce-rack-scale-ai-infrastructure-partnership-at-computex-2026/137963295
10+ Leading Cloud GPU Providers Ranked by Performance | Hyperstackhttps://www.hyperstack.cloud/blog/case-study/top-cloud-gpu-providers11595595
https://www.supermicro.com/en/accelerators/nvidia/https://www.supermicro.com/en/accelerators/nvidia/139961394
The state of cloud GPUs in 2025: costs, performance, playbooks - dstackhttps://dstack.ai/blog/state-of-cloud-gpu-2025/#pricing-models-and-what-they-hide118951194
serverlift.comhttps://serverlift.com/blog/focus-on-server-manufacturer-inspur/11295894
DGX-Ready Colocation Data Centers | NVIDIAhttps://www.nvidia.com/en-us/data-center/colocation-partners/158972695
GPU Cluster Networking Technology Analysis: NVLink, InfiniBand, ROCE, DDChttps://www.fibermall.com/blog/gpu-networking-nvlink-infiniband-roce-ddc.htm11095093
https://docs.nvidia.com/enterprise-reference-architectures/nvl72-ai-factory/latest/overview.htmlhttps://docs.nvidia.com/enterprise-reference-architectures/nvl72-ai-factory/latest/overview.html158974295
Oracle’s Cloud Renaissance: From Database Giant to the Nuclear-Powered Engine of the AI Supercyclehttps://investor.wedbush.com/wedbush/article/tokenring-2025-12-19-oracles-cloud-renaissance-from-database-giant-to-the-nuclear-powered-engine-of-the-ai-supercycle12295995
opencompute.orghttps://www.opencompute.org/blog/inspur-and-open-computing-project-ocp-jointly-launch-new-rack-server-solution-addressing-hyper-scale-data-center-requirements146961695
https://www.oracle.com/ai-infrastructure/https://www.oracle.com/ai-infrastructure/172973295
NVIDIA's Data Center Grows Fast: Can It Sustain the Momentum?https://www.nasdaq.com/articles/nvidias-data-center-grows-fast-can-it-sustain-momentum153971795
slideshare.nethttps://www.slideshare.net/slideshow/inspur-open-hardware-in-hyperscale-datacenters/83448735161973095
NVIDIA partners with Nebius to expand AI cloud infrastructure - Engineering.comhttps://www.engineering.com/nvidia-partners-with-nebius-to-expand-ai-cloud-infrastructure/13796594
AI Data Center Networking: How GPU Clusters Are Changing Network Design - The Network DNA: Networking, Cloud, and Security Technology Bloghttps://www.thenetworkdna.com/2026/03/ai-data-center-networking-how-gpu.html1595094
https://investors.coreweave.com/news/news-details/2025/CoreWeave-Launches-NVIDIA-GB200-Grace-Blackwell-Systems-at-Scale/default.aspxhttps://investors.coreweave.com/news/news-details/2025/CoreWeave-Launches-NVIDIA-GB200-Grace-Blackwell-Systems-at-Scale/default.aspx13195894
2025年全球GPU云服务器厂商竞争力与AI大模型适配深度分析https://developer.baidu.com/article/detail.html?id=3554676176972895
qct.iohttps://www.qct.io/13795794
Top 10 GPU Cloud Providers for AI Workloads 2025 | GMI Cloudhttps://www.gmicloud.ai/en/blog/top-10-providers-for-ai-in-202612296695
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arrcus.comhttps://arrcus.com/news/arrcus-and-quanta-announce-collaboration122951494
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2025年GPU云服务器市场格局与AI大模型适配深度分析https://developer.baidu.com/article/detail.html?id=3794464176972895
umbrex.comhttps://umbrex.com/resources/company-profiles/hon-hai-precision-industry-ltd/126951994
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2025年GPU云服务器厂商排名与AI大模型适配性深度解析https://cloud.baidu.com/article/4605882176973295
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AMD Gains Traction in AI Infrastructure Market: A Sign of More Upside?https://www.nasdaq.com/articles/amd-gains-traction-ai-infrastructure-market-sign-more-upside153971795
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Sovereign AI Tailwind and Edge AI DNA Will Help Furiosa and Axelera Make a Splash in the AI Cloud Markets by Augmenting Existing NVIDIA Positionhttps://www.abiresearch.com/market-research/insight/7787126-sovereign-ai-tailwind-and-edge-ai-dna-will?hsLang=en13596294
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https://ir.amd.com/news-events/press-releases/detail/1217/amd-instinct-mi300x-accelerators-available-on-oracle-cloud-infrastructure-for-demanding-ai-applicationshttps://ir.amd.com/news-events/press-releases/detail/1217/amd-instinct-mi300x-accelerators-available-on-oracle-cloud-infrastructure-for-demanding-ai-applications155972195
2025年GPU云服务器厂商权威评测与排名指南https://cloud.baidu.com/article/4469056176973295
servethehome.comhttps://www.servethehome.com/inspur-systems-nf5468m5-review-4u-8x-gpu-server/3/13996594
NVIDIA and Nebius Partner to Scale Full-Stack AI Cloudhttps://www.sec.gov/Archives/edgar/data/1513845/000110465926026163/tm268532d1_ex99-1.htm157973095
https://developer.nvidia.com/blog/nvidia-gb200-nvl72-delivers-trillion-parameter-llm-training-and-real-time-inference/https://developer.nvidia.com/blog/nvidia-gb200-nvl72-delivers-trillion-parameter-llm-training-and-real-time-inference/158974696
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AI Infrastructure Titans by Market Cap - From GPUs to cloud giants, a snapshot of the top companieshttps://www.voronoiapp.com/technology/AI-Infrastructure-Titans-by-Market-Cap---From-GPUs-to-cloud-giants-a-snapshot-of-the-top-companies-687812496094
NVIDIA GPU Clusters: H100, H200, B200, GB200 | Together AIhttps://www.together.ai/gpu-clusters140962495
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NVIDIA and Partners Build America’s AI Infrastructure and Create Blueprint to Power the Next Industrial Revolution | NVIDIA Newsroomhttps://nvidianews.nvidia.com/news/nvidia-partners-ai-infrastructure-america158973495
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Technology Exploration and Project Implementation: H3C Breaks Through with Dual - Track Approach to Reconstruct AI Computing Power Open Ecosystemhttps://eu.36kr.com/en/p/3418215258262917140961795
NVIDIA and Nebius Partner to Scale Full-Stack AI Cloud | NVIDIA Newsroomhttps://nvidianews.nvidia.com/news/nvidia-and-nebius-partner-to-scale-full-stack-ai-cloud158973495
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Hyperscaler AI Deployments Lift Data Center Capex to Record Highs in 2Q 2025, According to Dell’Oro Group - Dell'Oro Grouphttps://www.delloro.com/news/hyperscaler-ai-deployments-lift-data-center-capex-to-record-highs-in-2q-2025/?utm_source=chartedgrowth.beehiiv.com&utm_medium=referral&utm_campaign=the-new-arms-race12595194
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Omdia: China Hyperscalers Commercialize AI Amid Export Restrictions but Modern GPUs Remain Limitedhttps://www.tmcnet.com/usubmit/2025/07/23/10227892.htm13896394
https://www.supermicro.org.cn/es/accelerators/nvidiahttps://www.supermicro.org.cn/es/accelerators/nvidia11595093
AWS–OpenAI $38-billion deal signals shift in AI cloud infrastructure strategyhttps://www.forbesindia.com/article/ai-tracker/aws-openai-38-billion-deal-signals-shift-in-ai-cloud-infrastructure-strategy/2988438/1138961495
AI Infrastructure Solutions | Enterprise GPU Servershttps://slyd.com/hardware/ai-infrastructure1093093
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Top AI Infrastructure Companies by Market Cap (2025) - federate.cchttps://lemmy.federate.cc/post/30950591--194
NVIDIA and Nebius partner to scale full-stack AI cloudhttps://nebius.com/newsroom/nvidia-and-nebius-partner-to-scale-full-stack-ai-cloud136952495
https://docs.nvidia.com/enterprise-reference-architectures/nvl72-ai-factory/latest/components.htmlhttps://docs.nvidia.com/enterprise-reference-architectures/nvl72-ai-factory/latest/components.html158974295
Omdia: China Hyperscalers Commercialize AI Amid Export Restrictions but Modern GPUs Remain Limitedhttps://au.finance.yahoo.com/news/omdia-china-hyperscalers-commercialize-ai-095600375.html169972795
NVIDIA GPU Cloud Infrastructure for Enterprise AI — GMI Cloudhttps://www.gmicloud.ai/en/gpus12296695
https://docs.oracle.com/en/learn/oci-gpu-hpc-cluster/index.htmlhttps://docs.oracle.com/en/learn/oci-gpu-hpc-cluster/index.html172975496
OpenAI Taps Broadcom in $1 Trillion AI Chip Alliance, Expanding 'Circular Trading' Ecosystem with Nvidiahttps://www.tmtpost.com/7720554.html13395094
NVIDIA RTX PRO Servers With Blackwell Coming to World’s Most Popular Enterprise Systems | NVIDIA Newsroomhttps://nvidianews.nvidia.com/news/nvidia-rtx-pro-servers-with-blackwell-coming-to-worlds-most-popular-enterprise-systems158973495
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NVIDIA and Nebius Partner to Scale Full-Stack AI Cloud - CXO Digitalpulsehttps://www.cxodigitalpulse.com/nvidia-and-nebius-partner-to-scale-full-stack-ai-cloud/11695093
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7 cheapest cloud GPU providers in 2026 | Blog — Northflankhttps://northflank.com/blog/cheapest-cloud-gpu-providers131962295
https://www.nvidia.com/en-us/data-center/gpu-cloud-computing/oracle-cloud-infrastructure/https://www.nvidia.com/en-us/data-center/gpu-cloud-computing/oracle-cloud-infrastructure/158972695
Dell PowerEdge vs HPE ProLiant vs Supermicro | Introl Bloghttps://introl.com/blog/dell-hpe-supermicro-gpu-server-comparison-guide118951495
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High Performance Computing Clusters - Advanced Clustering Technologieshttps://www.advancedclustering.com/products/hpc-clusters/11795694
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Dell launches AI server based on Nvidia Vera Rubin GPUs | Network Worldhttps://www.networkworld.com/article/4188045/dell-unwraps-ai-server-based-on-nvidia-vera-rubin-gpus.html15097694
https://docs.nvidia.com/enterprise-reference-architectures/nvl72-ai-factory-with-gb300-nvl72-dual-plane-networking-architecture.pdfhttps://docs.nvidia.com/enterprise-reference-architectures/nvl72-ai-factory-with-gb300-nvl72-dual-plane-networking-architecture.pdf158974295
NVIDIA Partners with Nebius on Hyperscale AI Cloud Build ...https://www.techbuzz.ai/articles/nvidia-partners-with-nebius-on-hyperscale-ai-cloud-build-out12595194
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https://www.supermicro.org.cn/manuals/brochure/Brochure-Liquid-Cooling-Solutions.pdfhttps://www.supermicro.org.cn/manuals/brochure/Brochure-Liquid-Cooling-Solutions.pdf11595093
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https://docs.nvidia.com/dgx-superpod/reference-architecture-scalable-infrastructure-gb200/latest/_downloads/238ab33ee345a7241fc2f15eedc2ff6c/RA11338001-DSPGB200-ReferenceArch.pdfhttps://docs.nvidia.com/dgx-superpod/reference-architecture-scalable-infrastructure-gb200/latest/_downloads/238ab33ee345a7241fc2f15eedc2ff6c/RA11338001-DSPGB200-ReferenceArch.pdf158974295
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https://www.cisco.com/c/en/us/products/collateral/servers-unified-computing/ai-pod-ucs-c885a-servers-nexus-9364e--sg2-switches.pdfhttps://www.cisco.com/c/en/us/products/collateral/servers-unified-computing/ai-pod-ucs-c885a-servers-nexus-9364e--sg2-switches.pdf158973295
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https://www.tomshardware.com/pc-components/gpus/pegatron-preps-1-177-pflop-ai-rack-with-128-amd-mi350x-gpushttps://www.tomshardware.com/pc-components/gpus/pegatron-preps-1-177-pflop-ai-rack-with-128-amd-mi350x-gpus146971095
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https://www.techradar.com/pro/oracle-claims-to-have-the-largest-ai-supercomputer-in-the-cloud-with-16-zettaflops-of-peak-performance-800-000-nvidia-gpushttps://www.techradar.com/pro/oracle-claims-to-have-the-largest-ai-supercomputer-in-the-cloud-with-16-zettaflops-of-peak-performance-800-000-nvidia-gpus155972195
https://lenovopress.lenovo.com/ds0190.pdfhttps://lenovopress.lenovo.com/ds0190.pdf151972895
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https://www.axios.com/2025/03/28/coreweave-ipo-nvidiahttps://www.axios.com/2025/03/28/coreweave-ipo-nvidia156972595
https://www.itpro.com/infrastructure/inside-isambard-ai-the-uks-most-powerful-supercomputerhttps://www.itpro.com/infrastructure/inside-isambard-ai-the-uks-most-powerful-supercomputer14796294
https://www.techradar.com/pro/nvidia-might-dominate-the-industry-but-oracle-is-still-betting-on-amd-chips-for-its-superclustershttps://www.techradar.com/pro/nvidia-might-dominate-the-industry-but-oracle-is-still-betting-on-amd-chips-for-its-superclusters155972195
https://www.axios.com/2026/03/04/perplexity-coreweave-data-center-nvidiahttps://www.axios.com/2026/03/04/perplexity-coreweave-data-center-nvidia156972595
https://www.amd.com/content/dam/amd/en/documents/partner-hub/instinct/instinct-mi300x-acceleration-power-ai-hpc-infographic.pdfhttps://www.amd.com/content/dam/amd/en/documents/partner-hub/instinct/instinct-mi300x-acceleration-power-ai-hpc-infographic.pdf155972395
https://en.wikipedia.org/wiki/Nvidia_DGXhttps://en.wikipedia.org/wiki/Nvidia_DGX180987697
https://en.wikipedia.org/wiki/Jupiter_%28supercomputer%29https://en.wikipedia.org/wiki/Jupiter_%28supercomputer%29180987697
https://en.wikipedia.org/wiki/Supermicrohttps://en.wikipedia.org/wiki/Supermicro180987697
https://www.reddit.com/r/datacenter/comments/1tn4dcy/gb200_nvl72_at_132kw_per_rack_what_does/https://www.reddit.com/r/datacenter/comments/1tn4dcy/gb200_nvl72_at_132kw_per_rack_what_does/172976496
https://en.wikipedia.org/wiki/AMD_Instincthttps://en.wikipedia.org/wiki/AMD_Instinct180987697
https://arxiv.org/abs/2604.01621https://arxiv.org/abs/2604.01621165976196
https://en.wikipedia.org/wiki/Hopper_%28microarchitecture%29https://en.wikipedia.org/wiki/Hopper_%28microarchitecture%29180987697
https://www.reddit.com/r/SMCIDiscussion/comments/1nejdjdhttps://www.reddit.com/r/SMCIDiscussion/comments/1nejdjd172976496
https://fr.wikipedia.org/wiki/CoreWeavehttps://fr.wikipedia.org/wiki/CoreWeave180986096
https://en.wikipedia.org/wiki/Alps_%28supercomputer%29https://en.wikipedia.org/wiki/Alps_%28supercomputer%29180987697
https://www.reddit.com/r/SMCIDiscussion/comments/1l8rypyhttps://www.reddit.com/r/SMCIDiscussion/comments/1l8rypy172976496
https://www.reddit.com/r/CRWV/comments/1mwimqqhttps://www.reddit.com/r/CRWV/comments/1mwimqq172976496
https://arxiv.org/abs/2410.11199https://arxiv.org/abs/2410.11199165976196
https://www.reddit.com/r/NVDA_Stock/comments/1iolrhchttps://www.reddit.com/r/NVDA_Stock/comments/1iolrhc172976496
https://www.reddit.com/r/NvidiaStock/comments/1k0h150https://www.reddit.com/r/NvidiaStock/comments/1k0h150172976496
https://www.reddit.com/r/AMD_Stock/comments/1fpvohnhttps://www.reddit.com/r/AMD_Stock/comments/1fpvohn172976496
https://www.reddit.com/r/SMCIDiscussion/comments/1q6ap73/smci_and_nvda_verarubin/https://www.reddit.com/r/SMCIDiscussion/comments/1q6ap73/smci_and_nvda_verarubin/172976496
https://www.reddit.com/r/planhub/comments/1u99w4p/bell_cohere_hypertec_and_buzz_hpc_are_building_a/https://www.reddit.com/r/planhub/comments/1u99w4p/bell_cohere_hypertec_and_buzz_hpc_are_building_a/172976496
https://www.reddit.com/r/SMCIDiscussion/comments/1iib5uehttps://www.reddit.com/r/SMCIDiscussion/comments/1iib5ue172976496
https://www.reddit.com/r/Optionmillionaires/comments/1l38qajhttps://www.reddit.com/r/Optionmillionaires/comments/1l38qaj172976496
https://en.wikipedia.org/wiki/Crayhttps://en.wikipedia.org/wiki/Cray180987697
https://www.reddit.com/r/SMCIDiscussion/comments/1l8qy4ohttps://www.reddit.com/r/SMCIDiscussion/comments/1l8qy4o172976496
https://www.reddit.com/r/RWATimes/comments/1ttt43i/coreweave_validates_nvidia_vera_rubin_nvl72_for/https://www.reddit.com/r/RWATimes/comments/1ttt43i/coreweave_validates_nvidia_vera_rubin_nvl72_for/172976496
https://www.reddit.com/r/amd_fundamentals/comments/1nvp7eshttps://www.reddit.com/r/amd_fundamentals/comments/1nvp7es172976496
https://www.reddit.com/r/SMCIDiscussion/comments/1lx9qdfhttps://www.reddit.com/r/SMCIDiscussion/comments/1lx9qdf172976496
https://www.reddit.com/r/hardware/comments/18cu78bhttps://www.reddit.com/r/hardware/comments/18cu78b172976496
https://www.reddit.com/r/AMD_Stock/comments/1g58g7lhttps://www.reddit.com/r/AMD_Stock/comments/1g58g7l172976496
https://en.wikipedia.org/wiki/Blackwell_%28microarchitecture%29https://en.wikipedia.org/wiki/Blackwell_%28microarchitecture%29180987697
https://www.reddit.com/r/AMD_Technology_Bets/comments/1fpvxgqhttps://www.reddit.com/r/AMD_Technology_Bets/comments/1fpvxgq172976496
https://www.reddit.com/r/SMCIDiscussion/comments/1nevocdhttps://www.reddit.com/r/SMCIDiscussion/comments/1nevocd172976496
https://arxiv.org/abs/2604.10941https://arxiv.org/abs/2604.10941165976196
https://www.reddit.com/r/mlscaling/comments/1feuev3https://www.reddit.com/r/mlscaling/comments/1feuev3172976496
https://www.reddit.com/r/CRWV/comments/1u7g5u7/crwv_coreweave_trains_deepseekv3_671b_in_just_202/https://www.reddit.com/r/CRWV/comments/1u7g5u7/crwv_coreweave_trains_deepseekv3_671b_in_just_202/172976496
https://www.reddit.com/r/SaaS/comments/1o26c52/5_gpu_platforms_for_machine_learning/https://www.reddit.com/r/SaaS/comments/1o26c52/5_gpu_platforms_for_machine_learning/172976496
https://www.reddit.com/r/NVDA_Stock/comments/1k0ophjhttps://www.reddit.com/r/NVDA_Stock/comments/1k0ophj172976496
https://www.nvidia.com/en-us/data-center/gb200-nvl72/?utm_source=openaihttps://www.nvidia.com/en-us/data-center/gb200-nvl72/?utm_source=openai158972695
https://docs.nvidia.com/enterprise-reference-architectures/nvl72-ai-factory/latest/overview.html?utm_source=openaihttps://docs.nvidia.com/enterprise-reference-architectures/nvl72-ai-factory/latest/overview.html?utm_source=openai158974295
https://ir.amd.com/news-events/press-releases/detail/1217/amd-instinct-mi300x-accelerators-available-on-oracle-cloud-infrastructure-for-demanding-ai-applications?utm_source=openaihttps://ir.amd.com/news-events/press-releases/detail/1217/amd-instinct-mi300x-accelerators-available-on-oracle-cloud-infrastructure-for-demanding-ai-applications?utm_source=openai155972195
https://ir.amd.com/news-events/press-releases/detail/1173/amd-delivers-leadership-portfolio-of-data-center-ai-solutions-with-amd-instinct-mi300-series?utm_source=openaihttps://ir.amd.com/news-events/press-releases/detail/1173/amd-delivers-leadership-portfolio-of-data-center-ai-solutions-with-amd-instinct-mi300-series?utm_source=openai155972195
https://www.dell.com/en-us/shop/ipovw/poweredge-xe9680l?utm_source=openaihttps://www.dell.com/en-us/shop/ipovw/poweredge-xe9680l?utm_source=openai153972895
https://www.delltechnologies.com/asset/en-us/products/servers/technical-support/poweredge-xe9680l-spec-sheet.pdf?utm_source=openaihttps://www.delltechnologies.com/asset/en-us/products/servers/technical-support/poweredge-xe9680l-spec-sheet.pdf?utm_source=openai145961094
https://www.hpe.com/us/en/newsroom/press-release/2025/02/hpe-announces-shipment-of-its-first-nvidia-grace-blackwell-system.html?utm_source=openaihttps://www.hpe.com/us/en/newsroom/press-release/2025/02/hpe-announces-shipment-of-its-first-nvidia-grace-blackwell-system.html?utm_source=openai150972295
https://www.supermicro.com/en/products/system/gpu/48u/srs-gb200-nvl72?utm_source=openaihttps://www.supermicro.com/en/products/system/gpu/48u/srs-gb200-nvl72?utm_source=openai139961394
https://www.supermicro.com/en/accelerators/nvidia/?utm_source=openaihttps://www.supermicro.com/en/accelerators/nvidia/?utm_source=openai139961394
https://www.lenovo.com/us/en/p/servers-storage/servers/supercomputing/lenovo-thinksystem-sc777-v4-neptune/len21ts0041?utm_source=openaihttps://www.lenovo.com/us/en/p/servers-storage/servers/supercomputing/lenovo-thinksystem-sc777-v4-neptune/len21ts0041?utm_source=openai151972195
https://www.oracle.com/ai-infrastructure/?utm_source=openaihttps://www.oracle.com/ai-infrastructure/?utm_source=openai172973295
https://investors.coreweave.com/news/news-details/2025/CoreWeave-Launches-NVIDIA-GB200-Grace-Blackwell-Systems-at-Scale/default.aspx?utm_source=openaihttps://investors.coreweave.com/news/news-details/2025/CoreWeave-Launches-NVIDIA-GB200-Grace-Blackwell-Systems-at-Scale/default.aspx?utm_source=openai13195894
https://www.cisco.com/c/en/us/products/collateral/servers-unified-computing/ai-pod-ucs-c885a-servers-nexus-9364e--sg2-switches.pdf?utm_source=openaihttps://www.cisco.com/c/en/us/products/collateral/servers-unified-computing/ai-pod-ucs-c885a-servers-nexus-9364e--sg2-switches.pdf?utm_source=openai158973295
https://press.asus.com/news/press-releases/asus-unveils-the-latest-asus-ai-pod-featuring-nvidia-gb-300-nvl-72/?utm_source=openaihttps://press.asus.com/news/press-releases/asus-unveils-the-latest-asus-ai-pod-featuring-nvidia-gb-300-nvl-72/?utm_source=openai147971795
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DomainScoreAppearances% of QueriesDomain PRDomain HCHost PRHost HC
nvidia.com9.336.058972695
amd.com2.436.055972395
dell.com1.648.053972895
supermicro.com1.548.039961394
coreweave.com1.348.031951595
aws.amazon.com1.224.00000
hpe.com0.948.050972295
lenovo.com0.736.051972195
azure.microsoft.com0.612.0005696
oracle.com0.536.072973295
cloud.google.com0.412.00000
lambda.com0.312.0194093
nebius.com0.224.036952495
cisco.com0.112.058973295
lambdalabs.com0.112.031962295
asus.com0.112.047971895
crusoe.ai0.112.027951795
arista.com0.112.041961094
together.ai0.112.040962495
wiwynn.com0.112.02895093
foxconn.com0.112.03095094
inspur.com0.112.02795093
qct.io0.012.03795794
gigabyte.com0.012.04296694
genesis-cloud.com0.012.0093093
inventec.com0.012.01895094
vultr.com0.012.042961795
runpod.io0.012.031951795
28 domainsAll results shown