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Buying question

Which criteria expose capacity, interruption, egress, quota, and vendor lock-in risk when selecting a cloud GPU provider?

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.

Commercial

Kind of question

3

Model APIs

0

Brands named

13

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 APIsMentionsNamed by

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-miniNone named99dfe95a7e…61b6c
Anthropicanthropic/claude-haiku-4-5None named0051ee7ab8…d17ea
Googlegoogle/gemini-2.5-flashNone named55dba5c807…15ae3

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
quora.comhttps://quora.com/How-did-you-pick-your-GPU-cloud-server-provider1Google1
rank.aihttps://rank.ai/entities/cloud-gpu-platforms-prompt-cloud-gpu-capacity-risk1OpenAI1
fluence.aihttps://fluence.ai/blog/best-cloud-gpu-providers-ai/2OpenAI · Google2
modal.comhttps://modal.com/resources/best-gpu-clouds-without-quotas-or-waitlists2OpenAI1
axecompute.comhttps://axecompute.com/how-to-evaluate-gpu-cloud-provider/3OpenAI1
cudocompute.comhttps://cudocompute.com/blog/gpu-cloud-provider-evaluation-checklist3Google1
cudocompute.comhttps://cudocompute.com/blog/why-ai-teams-need-cloud-infrastructure-without-vendor-lock-ins4OpenAI1
nzocloud.comhttps://nzocloud.com/blog/gpu-cloud-providers/4Google1
northflank.comhttps://northflank.com/blog/spot-gpus-vs-reserved-gpus5OpenAI1
skorppio.comhttps://skorppio.com/blog/true-cost-of-cloud-gpus5Google1
onesourcecloud.nethttps://onesourcecloud.net/cms/dedicated-gpu-cloud-provider-evaluation-checklist.html?is_preview=true6OpenAI1
spheron.networkhttps://spheron.network/blog/aws-gcp-azure-gpu-alternative/7OpenAI1
io.nethttps://io.net/blog/what-is-depin-decentralized-gpu-compute-vs-centralized-cloud-and-why-io-net-leads9OpenAI1
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.