oppalerts.com →
GPU AI Infrastructure Vendors

Managed Service Builder

LLM Search+Fanout Visibility
Dominant · SE Outbound Links ρ=0.553

AI recommendation signal analysis across 162 domains for the Managed Service Builder persona in GPU AI Infrastructure Vendors.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
162Domains Tracked
4.3MReddit Posts
23KWikipedia Articles
1.9MOpen Web Matches
Managed Service Builder_persona.report
DomainScore
rafay.co
5.8
apolo.us
4.3
hosted.ai
2.7
qubrid.com
1.8
saturncloud.io
0.9
Want a custom AI visibility audit for GPU AI Infrastructure Vendors?

This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.

Get in touch
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 Managed Service Builder 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 Managed Service Builder fanout queries, aggregated by how often each URL was cited. Filtered by the model checkboxes above.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
GPU PaaS™ for Service Providers | Rafayhttps://rafay.co/solutions/gpu-paas-for-service-providers224951595
GPUaaS on Cisco AI PODs with Rafay | Turnkey GPU Cloudshttps://blogs.cisco.com/partner/unlock-gpu-clouds-with-cisco-ai-pods-and-rafay258973695
NVIDIA Cloud Partners Deliver Scalable AI Infrastructurehttps://www.nvidia.com/en-us/data-center/gpu-cloud-computing/partners/258972695
OrionVM GPU as a Service – OrionVMhttps://www.orionvm.com/gpu-as-a-service/21495094
https://rafay.co/wp-content/uploads/2024/12/PN-Rafay-GPU-Cloud-Eval-2024-v1.0-RC1.pdfhttps://rafay.co/wp-content/uploads/2024/12/PN-Rafay-GPU-Cloud-Eval-2024-v1.0-RC1.pdf124951595
AI Infrastructure Companies in 2026: GPU Cloud, Inference, Training, and MLOps Providers | Spheron Bloghttps://www.spheron.network/blog/ai-infrastructure-companies-2026/11895794
prnewswire.comhttps://www.prnewswire.com/news-releases/qubrid-ai-launches-become-a-gpu-cloud-provider-in-weeks-program-enabling-neoclouds-msps-isps-oems-resellers-and-it-solutions-providers-to-rapidly-enter-the-gpu-cloud-market-302549301.html164971895
Apolo for Data Centers - Launch Your White-Label GPU-as-a-Service Platformhttps://www.apolo.us/products/data-center?utm_source=openai11395293
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
youtube.comhttps://www.youtube.com/watch?v=r5xo8dkdgOY&vl=en191997597
Saturn Cloud | Saturn Cloud | The Control Plane for GPU Cloudshttps://saturncloud.io/?utm_source=openai124951895
https://www.advfn.com/stock-market/stock-news/96779055/qubrid-ai-launches-become-a-gpu-cloud-provider-inhttps://www.advfn.com/stock-market/stock-news/96779055/qubrid-ai-launches-become-a-gpu-cloud-provider-in130961295
hosted·ai | Neocloud platform for service providers · GPUaaS · GPU cloudhttps://www.hosted.ai/1594494
rafay.cohttps://rafay.co/solutions/gpu-paas-for-neoclouds124951595
FlexAI Partners — Cloud & Technology Partnershipshttps://www.flex.ai/partners?utm_source=openai11495294
https://www.apolo.us/blog-posts/state-of-gpu-as-a-service-2025https://www.apolo.us/blog-posts/state-of-gpu-as-a-service-202511395293
Expand Your AI Services with GPU-as-a-Service | ClearMLhttps://clear.ml/gpu-as-a-service-csps124951695
GPU PaaS for AI Infrastructure | Mirantis k0rdent AIhttps://www.mirantis.com/gpu-platform-as-a-service/13396694
apolo.ushttps://www.apolo.us/11395293
EdgeX · White-label cloud platformhttps://edgexcloud.io/?utm_source=openai1----
https://www.tmcnet.com/usubmit/2025/03/13/10161206.htmhttps://www.tmcnet.com/usubmit/2025/03/13/10161206.htm13896394
NVIDIA Partner Network (NPN) | NVIDIAhttps://www.nvidia.com/en-us/about-nvidia/partners/158972695
apolo.ushttps://www.apolo.us/for-data-center11395293
VibOps — AI infrastructure abstraction layer for any application, any hardwarehttps://vibops.ai/?utm_source=openai1----
https://vmblog.com/news/rafay-and-netris-partner-to-speed-consumption-and-monetization-for-gpu-cloudshttps://vmblog.com/news/rafay-and-netris-partner-to-speed-consumption-and-monetization-for-gpu-clouds136952995
Nutanix Spotlights Cloud Platform Update, New Agentic AI Services -- Virtualization Reviewhttps://virtualizationreview.com/articles/2026/04/07/nutanix-spotlights-cloud-platform-update-new-agentic-ai-services-at-next-2026-in-chicago.aspx127952195
NVIDIA Unveils Reference Architecture for AI Cloud Providers | NVIDIA Bloghttps://blogs.nvidia.com/blog/ai-cloud-providers-reference-architecture/158973996
morningstar.comhttps://www.morningstar.com/news/pr-newswire/20260609ny79469/saturn-cloud-launches-token-factory-platform-for-gpu-cloud-operators148961295
Hosted.ai Platform: GPUaaS for Service Providershttps://hosted.ai/platform/?utm_source=openai1594494
https://clear.ml/industry/telcohttps://clear.ml/industry/telco124951695
DGX™-Ready Managed Services | NVIDIAhttps://www.nvidia.com/en-us/data-center/dgx-ready-managed-services/158972695
saturncloud.iohttps://saturncloud.io/docs/operators/124951895
NVIDIA Cloud Partners Deliver Scalable AI Solutions | NVIDIAhttps://www.nvidia.com/en-au/data-center/gpu-cloud-computing/partners/?utm_source=openai158972695
https://www.crn.com/news/ai/2026/as-neocloud-gpu-demand-surges-partners-are-winning-ai-deals-and-making-profithttps://www.crn.com/news/ai/2026/as-neocloud-gpu-demand-surges-partners-are-winning-ai-deals-and-making-profit146971394
Together AI becomes NVIDIA Cloud Partner to bolster accelerated AI offeringshttps://www.together.ai/blog/nvidia-cloud-partner140962495
Managed Services: The Ultimate Enterprise AI Easy Button | Dellhttps://www.dell.com/en-us/blog/managed-services-the-ultimate-enterprise-ai-easy-button/?utm_source=openai153972895
https://nebius.com/nebius-partner-programhttps://nebius.com/nebius-partner-program136952495
Crusoe Cloud | AI Platform & Serviceshttps://www.crusoe.ai/cloud127951795
NVIDIA AI Infrastructure Partnership | Everpure | Everpure (formerly Pure Storage)https://www.purestorage.com/partners/technology-alliance-partners/nvidia.html13896794
orionvm.comhttps://www.orionvm.com/11495094
Brochure The HPE Private Cloud AI experiencehttps://www.hpe.com/psnow/downloadDoc/The%20HPE%20Private%20Cloud%20AI%20experience-a50013140enw.pdf?contentDisposition=attachment&deepLink=&form=false&hf=regular&id=a50013140enw&isFutureVersion=true&isLinearized=false&originalObjectName=&prelaunchSection=&preview=false&print=&r=&section=&softrollSection=&ver=1&utm_source=openai150972295
https://www.crn.com/news/ai/2026/gpu-cloud-standout-nebius-on-td-synnex-deal-nvidia-and-new-partner-program-in-2026https://www.crn.com/news/ai/2026/gpu-cloud-standout-nebius-on-td-synnex-deal-nvidia-and-new-partner-program-in-2026146971394
Rent GPUs | Vast.aihttps://vast.ai/125951895
openmetal.iohttps://openmetal.io/resources/blog/gpu-for-cloud-resellers/120951694
Penguin Solutions: Dell AI Factory Infrastructure Expertshttps://www.penguinsolutions.com/en-us/products/dell-ai-infrastructure?utm_source=openai12295194
https://hosted.ai/platform/https://hosted.ai/platform/1594494
https://rafay.co/solutions/gpu-cloudhttps://rafay.co/solutions/gpu-cloud124951595
openmetal.iohttps://openmetal.io/120951694
https://rafay.co/ai-and-cloud-native-blog/rafay-and-monetize360-bring-revenue-operations-to-gpu-cloudshttps://rafay.co/ai-and-cloud-native-blog/rafay-and-monetize360-bring-revenue-operations-to-gpu-clouds124951595
https://www.vcluster.com/guides/gpu-cluster-to-ai-factory-multi-tenant-infrastructurehttps://www.vcluster.com/guides/gpu-cluster-to-ai-factory-multi-tenant-infrastructure123961095
youtube.comhttps://www.youtube.com/watch?v=VjfoLNKgo3A191997597
https://infohub.delltechnologies.com/en-au/p/clearmlhttps://infohub.delltechnologies.com/en-au/p/clearml145962895
https://www.runpod.io/articles/guides/top-cloud-gpu-providershttps://www.runpod.io/articles/guides/top-cloud-gpu-providers131951795
mirantis.comhttps://www.mirantis.com/blog/mirantis-k0rdent-ai-saturn-cloud-delivering-an-enterprise-grade-ai-platform-on-bare-metal-without-hyperscaler-level-investment/13396694
https://www.scan.co.uk/info/presszone/scan/nvidia/dgx-readyhttps://www.scan.co.uk/info/presszone/scan/nvidia/dgx-ready13195295
prnewswire.comhttps://www.prnewswire.com/news-releases/saturn-cloud-launches-token-factory-platform-for-gpu-cloud-operators-302795411.html164971895
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
GPUaaS on Cisco AI PODs with Rafay | Turnkey GPU Cloudshttps://blogs.cisco.com/partner/unlock-gpu-clouds-with-cisco-ai-pods-and-rafay258973695
prnewswire.comhttps://www.prnewswire.com/news-releases/qubrid-ai-launches-become-a-gpu-cloud-provider-in-weeks-program-enabling-neoclouds-msps-isps-oems-resellers-and-it-solutions-providers-to-rapidly-enter-the-gpu-cloud-market-302549301.html264971895
Top 12 Cloud GPU Providers for AI and Machine Learning in 2026https://www.runpod.io/articles/guides/top-cloud-gpu-providers231951795
NVIDIA Partner Network (NPN) | NVIDIAhttps://www.nvidia.com/en-us/about-nvidia/partners/258972695
NVIDIA Cloud Partners Deliver Scalable AI Infrastructurehttps://www.nvidia.com/en-us/data-center/gpu-cloud-computing/partners/258972695
GPU PaaS™ for Service Providers | Rafayhttps://rafay.co/solutions/gpu-paas-for-service-providers224951595
orionvm.comhttps://www.orionvm.com/gpu-as-a-service/21495094
https://rafay.co/wp-content/uploads/2024/12/PN-Rafay-GPU-Cloud-Eval-2024-v1.0-RC1.pdf#2#1https://rafay.co/wp-content/uploads/2024/12/PN-Rafay-GPU-Cloud-Eval-2024-v1.0-RC1.pdf#2#1124951595
https://nvidianews.nvidia.com/news/nvidia-dgx-cloud-lepton-connects-europes-developers-to-global-nvidia-compute-ecosystemhttps://nvidianews.nvidia.com/news/nvidia-dgx-cloud-lepton-connects-europes-developers-to-global-nvidia-compute-ecosystem158973495
Partner Channel Strategyhttps://introl.com/blog/partner-channel-strategy-building-ai-infrastructure-ecosystem118951495
NVIDIA Unveils Reference Architecture for AI Cloud Providers | NVIDIA Bloghttps://blogs.nvidia.com/blog/ai-cloud-providers-reference-architecture/158973996
https://www.apolo.us/products/data-centerhttps://www.apolo.us/products/data-center11395293
Qubrid AI Launcheshttps://www.advfn.com/stock-market/stock-news/96779055/qubrid-ai-launches-become-a-gpu-cloud-provider-in130961295
youtube.comhttps://www.youtube.com/watch?v=r5xo8dkdgOY&vl=en191997597
https://saturncloud.io/https://saturncloud.io/124951895
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
Nebius vs Vast.aihttps://getdeploying.com/nebius-vs-vast-ai11595994
NVIDIA Reference Architecture Debuts for Scalable AI Data Centershttps://www.channelinsider.com/news-and-trends/us/nvidia-reference-architecture-ai-data-centers/12895094
rafay.cohttps://rafay.co/solutions/gpu-paas-for-neoclouds124951595
https://www.penguinsolutions.com/en-us/products/dell-ai-infrastructurehttps://www.penguinsolutions.com/en-us/products/dell-ai-infrastructure12295194
As Neocloud GPU Demand Surges, Partners Are Winning AI Deals And Making Profithttps://www.crn.com/news/ai/2026/as-neocloud-gpu-demand-surges-partners-are-winning-ai-deals-and-making-profit146971394
Crusoe Cloud | AI Platform & Serviceshttps://www.crusoe.ai/cloud127951795
apolo.ushttps://www.apolo.us/11395293
https://www.flex.ai/partnershttps://www.flex.ai/partners11495294
Qubrid AI Empowers Rapid GPU Cloud Provider Onboarding - Investors Hangouthttps://investorshangout.com/qubrid-ai-empowers-rapid-gpu-cloud-provider-onboarding-385515-/129962495
apolo.ushttps://www.apolo.us/for-data-center11395293
https://www.hydrahost.net/post/hydra-host-named-nvidia-dgx-cloud-partner/https://www.hydrahost.net/post/hydra-host-named-nvidia-dgx-cloud-partner/109200
Cassava Cloud Partner - Cassava AIhttps://www.cassava.ai/cassava-cloud-partner/#content1894093
Expand Your AI Services with GPU-as-a-Service | ClearMLhttps://clear.ml/gpu-as-a-service-csps124951695
morningstar.comhttps://www.morningstar.com/news/pr-newswire/20260609ny79469/saturn-cloud-launches-token-factory-platform-for-gpu-cloud-operators148961295
https://edgexcloud.io/https://edgexcloud.io/1----
Qubrid AI Launches "Become a GPU Cloud Provider in Weeks" Program, Enabling Neoclouds, MSPs, ISPs, OEMs, Resellers and IT Solutions Providers to Rapidly Enter the GPU Cloud Market | The AI Journalhttps://aijourn.com/qubrid-ai-launches-become-a-gpu-cloud-provider-in-weeks-program-enabling-neoclouds-msps-isps-oems-resellers-and-it-solutions-providers-to-rapidly-enter-the-gpu-cloud-market/137953195
Global Partner Program for AI Infrastructure - GMI Cloudhttps://www.gmicloud.ai/en/company/partnership12296695
hosted·ai | Neocloud platform for service providers · GPUaaS · GPU cloudhttps://www.hosted.ai/1594494
saturncloud.iohttps://saturncloud.io/docs/operators/124951895
https://vibops.ai/https://vibops.ai/1----
State of GPU-as-a-Service 2025 | Apolo AI Launchpad - Secure, Industry-Tailored AI Tools for Regulated Enterpriseshttps://www.apolo.us/blog-posts/state-of-gpu-as-a-service-202511395293
DGX™-Ready Managed Services | NVIDIAhttps://www.nvidia.com/en-us/data-center/dgx-ready-managed-services/158972695
NVIDIA Cloud Partner - SHARON AIhttps://sharonai.com/nvidia-cloud-partner/11295894
https://www.dell.com/en-us/blog/managed-services-the-ultimate-enterprise-ai-easy-button/https://www.dell.com/en-us/blog/managed-services-the-ultimate-enterprise-ai-easy-button/153972895
Building Enterprise AI Together — AI Partner Ecosystem — Maxta,Inc.https://www.maxta.com/en/partners/11295093
Crusoe | The energy-first AI factory companyhttps://www.crusoe.ai/127951795
Rent GPUs | Vast.aihttps://vast.ai/125951895
orionvm.comhttps://www.orionvm.com/11495094
https://www.nvidia.com/en-au/data-center/gpu-cloud-computing/partners/https://www.nvidia.com/en-au/data-center/gpu-cloud-computing/partners/158972695
NetActuate Launches Coherently AI: A "Cloud in a Box" for Scalable, Resellable AI Infrastructurehttps://www.tmcnet.com/usubmit/2025/03/13/10161206.htm13896394
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
NVIDIA AI Enterprise - NVIDIA Docshttps://docs.nvidia.com/ai-enterprise/planning-resource/reference-architecture-for-multi-tenant-clouds/latest/architecture-overview.html158974295
openmetal.iohttps://openmetal.io/resources/blog/gpu-for-cloud-resellers/120951694
https://hosted.ai/platform/https://hosted.ai/platform/1594494
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
From GPU Cluster to Secure AI Factory: Building Production-Ready Multi-Tenant GPU Infrastructurehttps://www.vcluster.com/guides/gpu-cluster-to-ai-factory-multi-tenant-infrastructure123961095
openmetal.iohttps://openmetal.io/120951694
https://mlq.ai/news/cognizant-launches-managed-ai-factory-service-built-on-dell-and-nvidia-infrastructure/https://mlq.ai/news/cognizant-launches-managed-ai-factory-service-built-on-dell-and-nvidia-infrastructure/137963295
Nebius Partner Programhttps://nebius.com/nebius-partner-program136952495
AI Reseller Programs: Best AI Reseller Opportunitieshttps://customgpt.ai/ai-reseller-program/133952295
NVIDIA Releases AI Reference Architectures For Enterprise-Class Hardware | Data Center Frontierhttps://www.datacenterfrontier.com/machine-learning/article/55239363/nvidia-releases-ai-reference-architectures-for-enterprise-class-hardware132962095
youtube.comhttps://www.youtube.com/watch?v=VjfoLNKgo3A191997597
https://www.tomshardware.com/tech-industry/nvidia-steps-back-from-dgx-cloudhttps://www.tomshardware.com/tech-industry/nvidia-steps-back-from-dgx-cloud146971095
NetActuate Launches Coherently AI: A "Cloud in a Box" for Scalable, Resellable AI Infrastructure | NetActuatehttps://netactuate.com/news/netactuate-launches-coherently-ai-a-cloud-in-a-box-for-scalable-resellable-ai-infrastructure135951794
VAST Data and Nebius Partner to Accelerate Global Enterprise AI Adoption - VAST Datahttps://www.vastdata.com/press-releases/vast-data-and-nebius-partner-to-accelerate-global-enterprise-ai-adoption129951495
GPU PaaS for AI Infrastructure | Mirantis k0rdent AIhttps://www.mirantis.com/gpu-platform-as-a-service/13396694
mirantis.comhttps://www.mirantis.com/blog/mirantis-k0rdent-ai-saturn-cloud-delivering-an-enterprise-grade-ai-platform-on-bare-metal-without-hyperscaler-level-investment/13396694
https://www.tomshardware.com/tech-industry/semiconductors/hpe-adopts-amd-helios-rack-architecture-for-2026-ai-systemshttps://www.tomshardware.com/tech-industry/semiconductors/hpe-adopts-amd-helios-rack-architecture-for-2026-ai-systems146971095
VAST Data unveils unified Cosmos AI partner programmehttps://channellife.com.au/story/vast-data-unveils-unified-cosmos-ai-partner-programme125951795
About Crusoe | AI-Optimized cloud infrastructurehttps://www.crusoe.ai/about/company127951795
NVIDIA Partner Expert Program 2026 | NVIDIAhttps://www.nvidia.com/en-gb/about-nvidia/partners/partner-expert-program/158972695
prnewswire.comhttps://www.prnewswire.com/news-releases/saturn-cloud-launches-token-factory-platform-for-gpu-cloud-operators-302795411.html164971895
https://www.itpro.com/infrastructure/dell-technologies-unveils-massive-expansion-to-dell-ai-factory-with-nvidia-at-gtc-2026https://www.itpro.com/infrastructure/dell-technologies-unveils-massive-expansion-to-dell-ai-factory-with-nvidia-at-gtc-202614796294
Platformhttps://hosted.ai/platform/?utm_source=the-gpu&utm_medium=blog&utm_campaign=ben-the-gpu&utm_term=a-turnkey-solution1594494
Top 10 GPU Cloud Providers for AI Workloads 2025 | GMI Cloudhttps://www.gmicloud.ai/en/blog/top-10-providers-for-ai-in-202612296695
GPU Cloud Orchestration for AI Infrastructure | Rafayhttps://rafay.co/solutions/gpu-cloud124951595
https://www.techradar.com/pro/the-ai-race-explodes-as-hpe-deploys-amds-helios-racks-crushing-limits-with-venice-cpus-and-insane-gpu-densityhttps://www.techradar.com/pro/the-ai-race-explodes-as-hpe-deploys-amds-helios-racks-crushing-limits-with-venice-cpus-and-insane-gpu-density155972195
Connectbase’s new GPU-as-a-Service (GPUaaS) creates a foundation for AI monetizationhttps://www.lightwaveonline.com/home/article/55323213/connectbases-new-gpu-as-a-service-gpuaas-creates-a-foundation-for-ai-monetization13796094
Solutions - Transform Cisco AI PODs into a Self-service GPU cloud White Paper - Ciscohttps://www.cisco.com/c/en/us/solutions/collateral/artificial-intelligence/infrastructure/ai-pods-rafay-wp.html158973295
NVIDIA AI Infrastructure Partnership | Everpure | Everpure (formerly Pure Storage)https://www.purestorage.com/partners/technology-alliance-partners/nvidia.html13896794
https://nvidianews.nvidia.com/_gallery/download_pdf/682ab72f3d6332a9c10b1a24/https://nvidianews.nvidia.com/_gallery/download_pdf/682ab72f3d6332a9c10b1a24/158973495
Rafay and Netris Partner to Speed Consumption and Monetization for GPU Clouds - VMbloghttps://vmblog.com/news/rafay-and-netris-partner-to-speed-consumption-and-monetization-for-gpu-clouds/136952995
Comparing Top AI Partner Programs In 2025https://customgpt.ai/top-ai-partner-programs/133952295
NVIDIA’s AI factory in the cloud.https://www.nvidia.com/en-us/data-center/dgx-cloud/158972695
https://www.itpro.com/cloud/private-cloud/hpe-bets-on-partners-with-new-channel-only-offeringshttps://www.itpro.com/cloud/private-cloud/hpe-bets-on-partners-with-new-channel-only-offerings14796294
GPU Cloud Standout Nebius On TD Synnex Deal, Nvidia And New Partner Program In 2026https://www.crnasia.com/news-network/2026/gpu-cloud-standout-nebius-on-td-synnex-deal-nvidia-and-new-partner-program-in-202612595092
Crusoe Launches Command Center: A Unified Operations Platform for High-Performance AI Workloadshttps://www.crusoe.ai/resources/newsroom/crusoe-launches-command-center-a-unified-operations-platform-for-high-performance-ai-workloads127951795
Together AI becomes NVIDIA Cloud Partner to bolster accelerated AI offeringshttps://www.together.ai/blog/nvidia-cloud-partner140962495
https://www.itpro.com/strategy/28233/everything-you-need-to-know-about-hpehttps://www.itpro.com/strategy/28233/everything-you-need-to-know-about-hpe14796294
NetActuate Launches Coherently AI: A "Cloud in a Box" for Scalable, Resellable AI Infrastructure | The AI Journalhttps://aijourn.com/netactuate-launches-coherently-ai-a-cloud-in-a-box-for-scalable-resellable-ai-infrastructure/137953195
Top 10 U.S. Data Center Operators by GPU Deployment: The Race to Build AI Infrastructurehttps://bisresearch.com/insights/top-10-us-data-center-operators-by-gpu-deployment-the-race-to-build-ai-infrastructure120951295
https://www.delltechnologies.com/asset/en-us/solutions/infrastructure-solutions/briefs-summaries/dell-ai-factory-generative-solutions-for-amd-infographic.pdf?hve=learn+more+about+amdhttps://www.delltechnologies.com/asset/en-us/solutions/infrastructure-solutions/briefs-summaries/dell-ai-factory-generative-solutions-for-amd-infographic.pdf?hve=learn+more+about+amd145961094
SCAN NVIDIA DGX Readyhttps://www.scan.co.uk/info/presszone/scan/nvidia/dgx-ready13195295
Nutanix Spotlights Cloud Platform Update, New Agentic AI Services -- Virtualization Reviewhttps://virtualizationreview.com/articles/2026/04/07/nutanix-spotlights-cloud-platform-update-new-agentic-ai-services-at-next-2026-in-chicago.aspx127952195
https://www.nvidia.com/content/dam/en-zz/Solutions/dgx-supercloud/nvidia-dgx-supercloud-solution-brief.pdfhttps://www.nvidia.com/content/dam/en-zz/Solutions/dgx-supercloud/nvidia-dgx-supercloud-solution-brief.pdf158972695
Rafay and Monetize360 Bring Revenue Operations to GPU Cloudshttps://rafay.co/ai-and-cloud-native-blog/rafay-and-monetize360-bring-revenue-operations-to-gpu-clouds124951595
Rafay Partners | Infrastructure Orchestration & Workflow Automationhttps://rafay.co/company/rafay-partners124951595
https://www.delltechnologies.com/asset/en-us/solutions/service-provider-solutions/briefs-summaries/dell-ai-for-telecom-with-nvidia-solution-book.pdfhttps://www.delltechnologies.com/asset/en-us/solutions/service-provider-solutions/briefs-summaries/dell-ai-for-telecom-with-nvidia-solution-book.pdf145961094
TD SYNNEX launches AI cloud service for partners through Nebius deal - Distribution Strategy Grouphttps://distributionstrategy.com/2025/10/td-synnex-launches-ai-cloud-service-for-partners-through-nebius-deal/119951194
Nebius teams with NVIDIA to build cloud for robotics and physical AIhttps://nebius.com/newsroom/nebius-teams-with-nvidia-to-build-cloud-for-robotics-and-physical-ai136952495
https://www.hpe.com/psnow/downloadDoc/The%20HPE%20Private%20Cloud%20AI%20experience-a50013140enw.pdf?contentDisposition=attachment&deepLink=&form=false&hf=regular&id=a50013140enw&isFutureVersion=true&isLinearized=false&originalObjectName=&prelaunchSection=&preview=false&print=&r=&section=&softrollSection=&ver=1https://www.hpe.com/psnow/downloadDoc/The%20HPE%20Private%20Cloud%20AI%20experience-a50013140enw.pdf?contentDisposition=attachment&deepLink=&form=false&hf=regular&id=a50013140enw&isFutureVersion=true&isLinearized=false&originalObjectName=&prelaunchSection=&preview=false&print=&r=&section=&softrollSection=&ver=1150972295
ClearML | Dell Technologies Info Hubhttps://infohub.delltechnologies.com/en-au/p/clearml/145962895
Crusoe Expands NVIDIA Collaboration Across the Full AI Factory Stack, Delivering the Complete Infrastructure for the Agentic AI Erahttps://www.crusoe.ai/resources/newsroom/crusoe-expands-nvidia-collaboration127951795
https://www.hpe.com/psnow/downloadDoc/HPE%20Private%20Cloud%20AI%20with%20Equinix%20colocation-a50012313enw.pdf?contentDisposition=attachment&deepLink=&form=false&hf=regular&id=a50012313enw&isFutureVersion=true&isLinearized=false&originalObjectName=&prelaunchSection=&preview=false&print=&r=&section=&softrollSection=&ver=2https://www.hpe.com/psnow/downloadDoc/HPE%20Private%20Cloud%20AI%20with%20Equinix%20colocation-a50012313enw.pdf?contentDisposition=attachment&deepLink=&form=false&hf=regular&id=a50012313enw&isFutureVersion=true&isLinearized=false&originalObjectName=&prelaunchSection=&preview=false&print=&r=&section=&softrollSection=&ver=2150972295
Rafay Joins VAST Cosmos to Enable Governed GPU-Powered AI Serviceshttps://rafay.co/ai-and-cloud-native-blog/rafay-joins-vast-cosmos-to-enable-governed-gpu-powered-ai-services124951595
5 Best AI Infrastructure Providers for Enterprise GPU and Compute Scalinghttps://thebrandhopper.com/learning-resources/best-ai-infrastructure-providers-for-enterprise-gpu-and-compute-scaling/123951394
https://en.wikipedia.org/wiki/Nvidia_DGXhttps://en.wikipedia.org/wiki/Nvidia_DGX180987697
Create New Revenue Channels and Differentiate Your GPU Offering - Telco | ClearMLhttps://clear.ml/industry/telco124951695
https://en.wikipedia.org/wiki/CoreWeavehttps://en.wikipedia.org/wiki/CoreWeave180987697
Partner Program | Coherehttps://cohere.com/partners143973696
https://www.reddit.com/r/amd_fundamentals/comments/1ksjnw1https://www.reddit.com/r/amd_fundamentals/comments/1ksjnw1172976496
GPU Marketplace: Vast.ai vs Shadeform vs Prime Intellecthttps://aimultiple.com/gpu-marketplace139963495
https://en.wikipedia.org/wiki/HP_CloudSystemhttps://en.wikipedia.org/wiki/HP_CloudSystem180987697
Crusoe Cloud GPU Cloud – Pricing, Specs & Reviews (2026) | AI Compute Marketplace | Compare GPU Cloud & Data Centers | ComputeStackerhttps://computestacker.com/providers/crusoe/1093093
https://en.wikipedia.org/wiki/HP_Cloudhttps://en.wikipedia.org/wiki/HP_Cloud180987697
AI Infrastructure Companies in 2026: GPU Cloud, Inference, Training, and MLOps Providers | Spheron Bloghttps://www.spheron.network/blog/ai-infrastructure-companies-2026/11895794
https://www.reddit.com/r/jobhuntify/comments/1ouxsx8https://www.reddit.com/r/jobhuntify/comments/1ouxsx8172976496
GPU-as-a-Service Explained: The Business Model Behind AIhttps://hashrateindex.com/blog/gpu-as-a-service-business-model-ai/120951695
https://en.wikipedia.org/wiki/Cloud28%2Bhttps://en.wikipedia.org/wiki/Cloud28%2B180987697
Work with indirect providers in the CSP program - Partner Center | Microsoft Learnhttps://learn.microsoft.com/en-us/partner-center/enroll/enroll-as-indirect-reseller180976296
https://en.wikipedia.org/wiki/Bright_Computinghttps://en.wikipedia.org/wiki/Bright_Computing180987697
Top 10 Nebius Alternatives in 2026https://www.runpod.io/articles/alternatives/nebius131951795
https://www.reddit.com/r/MSP2DAY/comments/1tbxm92/hpe_private_cloud_ai_de_strategische_alliantie/https://www.reddit.com/r/MSP2DAY/comments/1tbxm92/hpe_private_cloud_ai_de_strategische_alliantie/172976496
Crusoe’s Contracted AI Infrastructure Capacity Approaches 5 Gigawatts Across Data Centers and Cloudhttps://www.crusoe.ai/resources/newsroom/crusoes-contracted-ai-infrastructure-capacity-approaches-5-gigawatts-across-data-centers-and-cloud127951795
https://www.reddit.com/r/ITChannelPro/comments/1tbxm9e/hpe_private_cloud_ai_de_strategische_alliantie/https://www.reddit.com/r/ITChannelPro/comments/1tbxm9e/hpe_private_cloud_ai_de_strategische_alliantie/172976496
GPU as a Service (GPUaaS): A Practical Guide for IT Leaders | MinIOhttps://www.min.io/learn/gpu-as-a-service142963795
https://www.reddit.com/r/ITChannelPro/comments/1tbxm95/hpe_private_cloud_ai_de_strategische_alliantie/https://www.reddit.com/r/ITChannelPro/comments/1tbxm95/hpe_private_cloud_ai_de_strategische_alliantie/172976496
Build and sell your solutions— with the Microsoft AI Cloud Partner Programhttps://partner.microsoft.com/en-US/180974595
https://www.reddit.com/r/nvidia/comments/119fprqhttps://www.reddit.com/r/nvidia/comments/119fprq172976496
10 Best Vast.ai Alternatives in 2026 (Compared) | Spheron Bloghttps://www.spheron.network/blog/vastai-alternatives/11895794
https://www.apolo.us/products/data-center?utm_source=openaihttps://www.apolo.us/products/data-center?utm_source=openai11395293
Crusoe Support | AI cloud & data center infrastructurehttps://www.crusoe.ai/resources/customers127951795
https://saturncloud.io/?utm_source=openaihttps://saturncloud.io/?utm_source=openai124951895
The Essential Cloud for AI | CoreWeavehttps://www.coreweave.com/131951595
https://www.flex.ai/partners?utm_source=openaihttps://www.flex.ai/partners?utm_source=openai11495294
GPU-as-a-Service for MSPs: A New Revenue Line Hiding in your Existing Infrastructure • Platform9https://platform9.com/blog/gpu-as-a-service-for-msps-a-new-revenue-line-hiding-in-your-existing-infrastructure/128952295
https://edgexcloud.io/?utm_source=openaihttps://edgexcloud.io/?utm_source=openai1----
AI Reseller Programs: Complete 2026 Revenue Guidehttps://www.articsledge.com/post/ai-reseller-programs11695093
https://vibops.ai/?utm_source=openaihttps://vibops.ai/?utm_source=openai1----
Compute — GPU and CPU infrastructure for AI on Nebiushttps://nebius.com/services/compute136952495
https://hosted.ai/platform/?utm_source=openaihttps://hosted.ai/platform/?utm_source=openai1594494
Crusoe is building an easy button for AI infrastructurehttps://www.fierce-network.com/cloud/crusoe-building-easy-button-ai-infrastructure14496093
https://www.nvidia.com/en-au/data-center/gpu-cloud-computing/partners/?utm_source=openaihttps://www.nvidia.com/en-au/data-center/gpu-cloud-computing/partners/?utm_source=openai158972695
What is GPU-as-a-Service (GPUaaS)? Use cases and leading providers | Blog — Northflankhttps://northflank.com/blog/gpu-as-a-service131962295
https://www.dell.com/en-us/blog/managed-services-the-ultimate-enterprise-ai-easy-button/?utm_source=openaihttps://www.dell.com/en-us/blog/managed-services-the-ultimate-enterprise-ai-easy-button/?utm_source=openai153972895
Top 60+ Cloud GPU Providers in 2026https://aimultiple.com/cloud-gpu-providers139963495
https://www.hpe.com/psnow/downloadDoc/The%20HPE%20Private%20Cloud%20AI%20experience-a50013140enw.pdf?contentDisposition=attachment&deepLink=&form=false&hf=regular&id=a50013140enw&isFutureVersion=true&isLinearized=false&originalObjectName=&prelaunchSection=&preview=false&print=&r=&section=&softrollSection=&ver=1&utm_source=openaihttps://www.hpe.com/psnow/downloadDoc/The%20HPE%20Private%20Cloud%20AI%20experience-a50013140enw.pdf?contentDisposition=attachment&deepLink=&form=false&hf=regular&id=a50013140enw&isFutureVersion=true&isLinearized=false&originalObjectName=&prelaunchSection=&preview=false&print=&r=&section=&softrollSection=&ver=1&utm_source=openai150972295
Building the future foundation for intelligencehttps://www.crusoe.ai/resources/blog/building-the-future-foundation-for-intelligence127951795
https://www.penguinsolutions.com/en-us/products/dell-ai-infrastructure?utm_source=openaihttps://www.penguinsolutions.com/en-us/products/dell-ai-infrastructure?utm_source=openai12295194
Model Comparison

Compare two models

Pick a model for each column to compare their recommendation patterns side by side.

Full Results

All recommended domains

Every domain the AI models recommended in web-search fanout runs for Managed Service Builder, ranked by the influence-weighted score from the Score chart above, with each domain's link authority from the Common Crawl web graph. Click a domain for its site profile.

DomainScoreAppearances% of QueriesDomain PRDomain HCHost PRHost HC
rafay.co5.848.024951595
apolo.us4.336.01395293
hosted.ai2.736.0594494
qubrid.com1.824.0795093
saturncloud.io0.924.024951895
coreweave.com0.936.031951595
nvidia.com0.824.058972695
flex.ai0.512.01495294
clear.ml0.412.024951695
mirantis.com0.424.03396694
edgexcloud.io0.412.00000
nebius.com0.324.036952495
cisco.com0.312.058973295
vibops.ai0.312.00000
crusoe.ai0.312.027951795
crusoecloud.com0.212.01295394
dell.com0.212.053972895
together.ai0.212.040962495
penguinsolutions.com0.224.02295194
coherently.ai0.212.0393093
hpe.com0.112.050972295
purestorage.com0.112.03896794
vultr.com0.112.042961795
vcluster.com0.112.023961095
orionvm.com0.124.01495094
vast.ai0.112.025951895
gmicloud.ai0.112.02296695
lambda.com0.112.0194093
openmetal.io0.112.020951694
lambdalabs.com0.112.031962295
runpod.io0.012.031951795
spectrocloud.com0.012.02395795
clearml.com0.012.0094093
opennebula.io0.012.028953195