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Buying question

Which GPU clouds are strongest for reserving hundreds of tightly networked accelerators for a multi-month training program?

Which brands each model API named when asked this question, and which pages it cited. Answer text is not published.
Snapshot Sep 17, 2026. Each category is re-run in rotation, every few weeks.

Recommendation

Kind of question

3

Model APIs

8

Brands named

11

Pages cited

Brands

Brands the answers named

Ordered by how many model APIs named the brand, then by mentions. A mention is not an endorsement or a position.
Rank#BrandModel APIsMentionsOwn-site citationsNamed by
1CoreWeavecoreweave.com240OpenAI · Google
2Lambda Cloudlambda.ai240OpenAI · Google
3Microsoft Azureazure.microsoft.com230OpenAI · Google
4Vast.aivast.ai220OpenAI · Google
5Runpodrunpod.io212OpenAI · Google
6Google Cloudcloud.google.com120Google
7IBM Cloudibm.com111Google
8Hyperstackhyperstack.cloud101OpenAI

Model APIs

What each model API returned

One row per model API. The hash identifies the exact answer without publishing it.
Model APIModelBrands namedCitationsDomainsAnswer hash
OpenAIopenai/gpt-4o-miniCoreWeave · Lambda Cloud · Runpod · Vast.ai · Hyperstack · Microsoft Azure64cf645d59…d6ed3
Anthropicanthropic/claude-haiku-4-5None named001618941d…1a973
Googlegoogle/gemini-2.5-flashCoreWeave · Lambda Cloud · Runpod · Vast.ai · Google Cloud · Microsoft Azure · IBM Cloud7763153df5…c401c

Sources

Pages the answers cited

Hostnames come from the URLs the answers returned. Best position is the earliest place a page was cited in an answer.
DomainCited pageBest positionCited byCitations
reddit.comhttps://reddit.com/r/MachineLearning/comments/1evxzd8/advice_on_cloud_provider_for_large_scale_gpu/1OpenAI · Google2
runpod.iohttps://runpod.io/articles/guides/top-cloud-gpu-providers1OpenAI · Google2
reddit.comhttps://reddit.com/r/SaaS/comments/1o26c52/5_gpu_platforms_for_machine_learning/2OpenAI1
youtube.comhttps://youtube.com/watch?v=1t4SOuEeBTI2Google1
reddit.comhttps://reddit.com/r/LLMDevs/comments/1tw9nss/seeking_cloud_gpu_provider_recommendations_for/3OpenAI1
hyperstack.cloudhttps://hyperstack.cloud/blog/comparison/top-cloud-gpu-providers4OpenAI1
jarvislabs.aihttps://jarvislabs.ai/ai-faqs/best-cloud-gpu-providers-20264Google1
ibm.comhttps://ibm.com/products/gpu-ai-accelerator5Google1
hostinger.comhttps://hostinger.com/tutorials/best-gpu-cloud-providers/6OpenAI1
packetfabric.comhttps://packetfabric.com/solutions/ai-gpu-workloads6Google1
qumulo.comhttps://qumulo.com/press-releases/qumulo-introduces-cloud-ai-accelerator-to-create-gpu-liquidity-for-the-enterprise7Google1
Snapshots
83bdc888-6ae7-4cb1-8b8d-c037b9aa2951
Question set
cloud-gpu-platforms-2026-07-27
Benchmark version
4-cloud-gpu-platforms-2026-07-27-models-64232fd32583
What is kept
Measured in GPU clouds. Full answers are not stored or published, and no customer data is included.

See how often AI names you.

Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.

  • Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
  • Who gets namedEvery competitor in the answers, most named first.
  • The pages AI readsThe sources behind each answer.
  • Three fixesWhat to fix first, with a brief for the first article.