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GPU AI Infrastructure Vendors

Neutral

LLM Search+Fanout Visibility
Dominant · SE Outbound Links ρ=0.587

AI recommendation signal analysis across 90 domains for the Neutral persona in GPU AI Infrastructure Vendors.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
Download this report (.xlsx)
90Domains Tracked
7.1MReddit Posts
17KWikipedia Articles
1.8MOpen Web Matches
Neutral_persona.report
DomainScore
coreweave.com
6.6
aws.amazon.com
4.0
nvidia.com
3.4
cloud.google.com
1.5
azure.microsoft.com
1.5
Domains rankedn = 23
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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 Neutral 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 Neutral fanout queries, aggregated by how often each URL was cited. Filtered by the model checkboxes above.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
Top 12 Cloud GPU Providers for AI and Machine Learning in 2026https://www.runpod.io/articles/guides/top-cloud-gpu-providers231951795
gmicloud.aihttps://www.gmicloud.ai/en/blog/top-10-providers-for-ai-in-202622296695
Ultimate Guide – The Top and The Best Trusted AI Infrastructure Companies of 2026https://www.siliconflow.com/articles/en/the-most-trusted-ai-infrastructure-company11795293
Top 10 GPU Cloud Providers for AI & ML (2026) | VPSRatedhttps://www.vpsrated.com/top-gpu-cloud-providers-ai?utm_source=openai1093093
https://dstack.ai/blog/state-of-cloud-gpu-2025/https://dstack.ai/blog/state-of-cloud-gpu-2025/118951194
Best GPU Cloud Providers in 2026: Compared for Workloadshttps://factory.fpt.ai/ai-insights/best-gpu-cloud-providers1--394
inworld.aihttps://inworld.ai/resources/best-gpu-cloud-ai-inference137962695
Ultimate Guide – The Best AI Infrastructure Platforms of 2026https://www.siliconflow.com/articles/en/the-best-ai-infrastructure-202611795293
Top 12 Cloud GPU Providers for AI and Machine Learning in 2026https://www.runpod.io/articles/guides/top-cloud-gpu-providers?utm_source=openai131951795
https://www.digitalocean.com/resources/articles/best-cloud-gpu-platformshttps://www.digitalocean.com/resources/articles/best-cloud-gpu-platforms157973495
Top 60+ Cloud GPU Providers in 2026https://aimultiple.com/cloud-gpu-providers139963495
vcluster.comhttps://www.vcluster.com/blog/best-ai-cloud-gpu-providers123961095
AI Infrastructure Companies in 2026: GPU Cloud, Inference, Training, and MLOps Providers | Spheron Bloghttps://www.spheron.network/blog/ai-infrastructure-companies-2026/11895794
GPU Cloud Comparison 2026 | Compare 12 Providers on H100 Pricinghttps://comparegpuclouds.com/?utm_source=openai1----
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
Top 15 AI Infrastructure Companies to Know | Built Inhttps://builtin.com/articles/ai-infrastructure-companies148964196
Cloud GPU Providers Compared (2026): Lambda, CoreWeave, RunPod & More | gpu.fm Blog | gpu.fmhttps://www.gpu.fm/blog/cloud-gpu-providers-comparison-2026?utm_source=openai1094093
https://community.nasscom.in/index.php/communities/ai/ai-infrastructure-cloud-providers-pricing-and-performancehttps://community.nasscom.in/index.php/communities/ai/ai-infrastructure-cloud-providers-pricing-and-performance137962095
12 Best GPU cloud providers for AI/ML in 2026 | Blog — Northflankhttps://northflank.com/blog/12-best-gpu-cloud-providers131962295
GPU Cloud Comparison Report: Neoclouds for AI Infrastructure | Saturn Cloudhttps://saturncloud.io/reports/gpu-cloud-comparison-report/?utm_source=openai124951895
https://www.marketsandmarkets.com/ResearchInsight/gpu-as-a-service-companies.asphttps://www.marketsandmarkets.com/ResearchInsight/gpu-as-a-service-companies.asp15097894
How to Choose a Cloud GPU Provider for AI/ML Workloads in 2026 | DigitalOceanhttps://www.digitalocean.com/resources/articles/cloud-gpu-provider157973495
https://www.inworld.ai/blog/best-gpu-cloud-comparisonhttps://www.inworld.ai/blog/best-gpu-cloud-comparison137962695
https://cloud.baidu.com/article/4469056https://cloud.baidu.com/article/4469056176973295
https://vcluster.com/blog/best-ai-cloud-providers-for-gpu-workloadshttps://vcluster.com/blog/best-ai-cloud-providers-for-gpu-workloads123961095
https://developer.baidu.com/article/detail.html?id=3794759https://developer.baidu.com/article/detail.html?id=3794759176972895
https://www.runpod.io/blog/top-cloud-gpu-providershttps://www.runpod.io/blog/top-cloud-gpu-providers131951795
https://developer.baidu.com/article/detail.html?id=5132766https://developer.baidu.com/article/detail.html?id=5132766176972895
https://gmicloud.ai/blog/top-gpu-cloud-providers-for-ai-workloadshttps://gmicloud.ai/blog/top-gpu-cloud-providers-for-ai-workloads12296695
https://www.sdxcentral.com/news/nvidia-launches-dgx-cloud-to-offer-gpu-supercomputers-as-a-service/https://www.sdxcentral.com/news/nvidia-launches-dgx-cloud-to-offer-gpu-supercomputers-as-a-service/14196094
https://gcom.pdo.aws.gartner.com/en/documents/7219330https://gcom.pdo.aws.gartner.com/en/documents/721933016197794
31 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
Top 12 Cloud GPU Providers for AI and Machine Learning in 2026https://www.runpod.io/articles/guides/top-cloud-gpu-providers431951795
Top 10 GPU Cloud Providers for AI Workloads 2025 | GMI Cloudhttps://www.gmicloud.ai/en/blog/top-10-providers-for-ai-in-202632296695
Ultimate Guide – The Top and The Best Trusted AI Infrastructure Companies of 2026https://www.siliconflow.com/articles/en/the-most-trusted-ai-infrastructure-company21795293
AI Infrastructure Companies in 2026: GPU Cloud, Inference, Training, and MLOps Providers | Spheron Bloghttps://www.spheron.network/blog/ai-infrastructure-companies-2026/21895794
inworld.aihttps://inworld.ai/resources/best-gpu-cloud-ai-inference237962695
https://www.spheron.network/blog/top-10-cloud-gpu-providers/https://www.spheron.network/blog/top-10-cloud-gpu-providers/21895794
Top 60+ Cloud GPU Providers in 2026https://aimultiple.com/cloud-gpu-providers239963495
https://www.vpsrated.com/top-gpu-cloud-providers-aihttps://www.vpsrated.com/top-gpu-cloud-providers-ai1093093
AI Infrastructure in the Cloud: Providers, Pricing, and Performancehttps://community.nasscom.in/index.php/communities/ai/ai-infrastructure-cloud-providers-pricing-and-performance137962095
Top 15 AI Infrastructure Companies to Know | Built Inhttps://builtin.com/articles/ai-infrastructure-companies148964196
https://presenc.ai/research/ai-gpu-supply-and-pricing-2026https://presenc.ai/research/ai-gpu-supply-and-pricing-20261394294
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
vcluster.comhttps://www.vcluster.com/blog/best-ai-cloud-gpu-providers123961095
https://gpufinder.dev/gpu/b200https://gpufinder.dev/gpu/b2001093093
2025年GPU云服务器市场格局与AI大模型适配深度解析https://cloud.baidu.com/article/4603978176973295
Top 10 AI Infrastructure Companies & Applicationshttps://aimultiple.com/ai-infrastructure-companies139963495
7 Best Cloud GPU Platforms for AI, ML, and HPC in 2025 | DigitalOceanhttps://www.digitalocean.com/resources/articles/best-cloud-gpu-platforms157973495
Cloud GPU Pricing - Compare 66 Providers (2026)https://getdeploying.com/gpus11595994
Ultimate Guide – The Best AI Infrastructure Platforms of 2026https://www.siliconflow.com/articles/en/the-best-ai-infrastructure-202611795293
https://comparegpuclouds.com/https://comparegpuclouds.com/1----
2025年GPU云服务器厂商权威评测与排名指南https://cloud.baidu.com/article/4469056176973295
How to Choose a Cloud GPU Provider for AI/ML Workloads in 2026 | DigitalOceanhttps://www.digitalocean.com/resources/articles/cloud-gpu-provider157973495
Baidu and Huawei account for 70% of China's GPU cloud markethttps://www.datacenterdynamics.com/en/news/baidu-and-huawei-account-for-70-of-chinas-gpu-cloud-market/14496394
10 Fastest Growing AI Infrastructure Companies and Startups | Landbasehttps://www.landbase.com/blog/fastest-growing-ai-infrastructure12795594
https://axecompute.com/gpu-cloud-providers-comparison-2026/https://axecompute.com/gpu-cloud-providers-comparison-2026/1194094
深度解析：五大GPU算力租用平台推荐与选型指南-百度开发者中心https://developer.baidu.com/article/detail.html?id=5132766176972895
10+ Leading Cloud GPU Providers Ranked by Performance | Hyperstackhttps://www.hyperstack.cloud/blog/case-study/top-cloud-gpu-providers11595595
https://gridstackhub.ai/h200-gpu-pricinghttps://gridstackhub.ai/h200-gpu-pricing1093093
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
Inside The Top Private Infra Companies Taking Advantage Of The AI Boomhttps://www.forbes.com/sites/rscottraynovich/2026/03/10/inside-the-top-private-infra-companies-taking-advantage-of-the-ai-boom/168973295
https://www.thundercompute.com/blog/nvidia-b200-pricinghttps://www.thundercompute.com/blog/nvidia-b200-pricing11195494
五大GPU算力租用平台深度测评与选型指南https://developer.baidu.com/article/detail.html?id=5134938176972895
https://www.cloud4u.com/blog/ai-ml-providers-ranking/https://www.cloud4u.com/blog/ai-ml-providers-ranking/11295093
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
Best GPU Cloud Providers in 2026: Compared for Workloadshttps://factory.fpt.ai/ai-insights/best-gpu-cloud-providers1--394
Best Generative AI Infrastructure Providers (Transitioning to Cloud AI Infrastructure) Reviews 2026 | Gartner Peer Insightshttps://www.gartner.com/reviews/market/generative-ai-infrastructure-providers161972495
https://www.gpu.fm/blog/cloud-gpu-providers-comparison-2026https://www.gpu.fm/blog/cloud-gpu-providers-comparison-20261094093
7 Platforms for Renting GPUs for Your AI/ML Projects | DigitalOceanhttps://www.digitalocean.com/resources/articles/gpu-rental-for-ai-projects157973495
12 Best GPU cloud providers for AI/ML in 2026 | Blog — Northflankhttps://northflank.com/blog/12-best-gpu-cloud-providers131962295
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://saturncloud.io/reports/gpu-cloud-comparison-report/https://saturncloud.io/reports/gpu-cloud-comparison-report/124951895
GPU as a Service Markethttps://www.marketsandmarkets.com/ResearchInsight/gpu-as-a-service-companies.asp15097894
AI Infrastructure Companies - Top Players' Listhttps://www.mordorintelligence.com/industry-reports/ai-infrastructure-market/companies149972095
https://www.tomshardware.com/tech-industry/nvidia-steps-back-from-dgx-cloudhttps://www.tomshardware.com/tech-industry/nvidia-steps-back-from-dgx-cloud146971095
Nvidia launches DGX Cloud to offer GPU supercomputers-as-a-Servicehttps://www.sdxcentral.com/news/nvidia-launches-dgx-cloud-to-offer-gpu-supercomputers-as-a-service/14196094
Top 7 Cheapest Cloud GPU Providers for AI Training | Bloghttps://computeprices.com/blog/top-7-cheapest-cloud-gpu-providers-for-ai-training1395194
Top 25+ AI Chip Makers: NVIDIA & Its Competitorshttps://aimultiple.com/ai-chip-makers139963495
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
10 Vast.ai Alternatives for GPU Cloud Computing in 2025 | DigitalOceanhttps://www.digitalocean.com/resources/articles/vastai-alternatives#resources157973495
10 top AI hardware and chip-making companies in 2026 | TechTargethttps://www.techtarget.com/searchdatacenter/tip/Top-AI-hardware-companies158972194
https://www.tomshardware.com/pc-components/gpus/nvidia-says-its-h100-h200-gpus-are-not-sold-out-despite-jensen-alluding-otherwise-during-earnings-call-company-clarifies-it-has-plenty-of-gpu-supplyhttps://www.tomshardware.com/pc-components/gpus/nvidia-says-its-h100-h200-gpus-are-not-sold-out-despite-jensen-alluding-otherwise-during-earnings-call-company-clarifies-it-has-plenty-of-gpu-supply146971095
2025年GPU云服务器厂商竞争格局与AI大模型适配深度解析https://developer.baidu.com/article/detail.html?id=3794759176972895
Best AI Infrastructure Startups (2026) | Seedtablehttps://seedtable.com/best-ai-infrastructure-startups11495294
https://www.axios.com/2024/10/11/coreweave-debthttps://www.axios.com/2024/10/11/coreweave-debt156972595
Competitive Landscape: GPU-as-a-Service Providers for AI Infrastructurehttps://gcom.pdo.aws.gartner.com/en/documents/721933016197794
Best AI Infrastructure Solutions for Your Business Needshttps://www.cognativ.com/blogs/post/best-ai-infrastructure-solutions-for-your-business-needs/4421394093
https://time.com/6979628/coreweave/https://time.com/6979628/coreweave/161975596
Rise of the Neocloud: Top 10 Providers and Adoption Trends.https://cycle.io/blog/rise-of-the-neocloud-top-10-providers-and-adoption-trends?show-consent=true11495895
https://en.wikipedia.org/wiki/CoreWeavehttps://en.wikipedia.org/wiki/CoreWeave180987697
Nebius joins dstack Sky GPU marketplace, with production-ready GPU clusters - dstackhttps://dstack.ai/blog/nebius-in-dstack-sky/#about-dstack-sky118951194
https://www.reddit.com/r/Router_Switch/comments/1sqd2vm/ai_infrastructure_gpu_stacks_h200_b200_mi300x/https://www.reddit.com/r/Router_Switch/comments/1sqd2vm/ai_infrastructure_gpu_stacks_h200_b200_mi300x/172976496
https://en.wikipedia.org/wiki/Starcloudhttps://en.wikipedia.org/wiki/Starcloud180987697
https://en.wikipedia.org/wiki/Cloud_computinghttps://en.wikipedia.org/wiki/Cloud_computing180987697
https://en.wikipedia.org/wiki/Cast_AIhttps://en.wikipedia.org/wiki/Cast_AI180987697
https://www.reddit.com/r/TechHardware/comments/1ttn1ce/we_compared_h100_vs_b200_energy_efficiency_per/https://www.reddit.com/r/TechHardware/comments/1ttn1ce/we_compared_h100_vs_b200_energy_efficiency_per/172976496
https://arxiv.org/abs/2604.11391https://arxiv.org/abs/2604.11391165976196
https://www.vpsrated.com/top-gpu-cloud-providers-ai?utm_source=openaihttps://www.vpsrated.com/top-gpu-cloud-providers-ai?utm_source=openai1093093
https://www.runpod.io/articles/guides/top-cloud-gpu-providers?utm_source=openaihttps://www.runpod.io/articles/guides/top-cloud-gpu-providers?utm_source=openai131951795
https://comparegpuclouds.com/?utm_source=openaihttps://comparegpuclouds.com/?utm_source=openai1----
https://www.gpu.fm/blog/cloud-gpu-providers-comparison-2026?utm_source=openaihttps://www.gpu.fm/blog/cloud-gpu-providers-comparison-2026?utm_source=openai1094093
https://saturncloud.io/reports/gpu-cloud-comparison-report/?utm_source=openaihttps://saturncloud.io/reports/gpu-cloud-comparison-report/?utm_source=openai124951895
71 resultsAll results shown
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 Neutral, 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
coreweave.com6.6510.031951595
aws.amazon.com4.0510.00000
nvidia.com3.436.058972695
cloud.google.com1.536.00000
azure.microsoft.com1.536.0005696
lambdalabs.com1.136.031962295
runpod.io1.0510.031951795
siliconflow.com0.712.01795293
oracle.com0.524.072973295
nebius.com0.448.036952495
lambda.ai0.312.033952295
vast.ai0.236.025951895
crusoe.ai0.224.027951795
paperspace.com0.112.02896794
gmicloud.ai0.112.02296695
digitalocean.com0.112.057973495
crusoe.energy0.112.0094092
vultr.com0.112.042961795
fluidstack.io0.012.01995394
together.ai0.012.040962495
databricks.com0.012.050973295
lambda.com0.012.0194093
spheron.network0.012.01895794
23 domainsAll results shown