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Buying question

Recommend cloud GPU providers with transparent on-demand access to H100 or H200 instances and no long-term commitment.

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

7

Brands named

17

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
1Lambda Cloudlambda.ai344OpenAI · Anthropic · Google
2Runpodrunpod.io332OpenAI · Anthropic · Google
3CoreWeavecoreweave.com220OpenAI · Google
4Vast.aivast.ai220OpenAI · Google
5Amazon EC2aws.amazon.com110Google
6Google Cloudcloud.google.com110Google
7Microsoft Azureazure.microsoft.com110Google

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.ai66b4cdad7f…33c0f
Anthropicanthropic/claude-haiku-4-5Lambda Cloud · Runpod65389992af…1330c
Googlegoogle/gemini-2.5-flashCoreWeave · Lambda Cloud · Runpod · Vast.ai · Amazon EC2 · Google Cloud · Microsoft Azure8844e25546…843bc

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
lambda.aihttps://lambda.ai/instances1OpenAI · Anthropic · Google3
runpod.iohttps://runpod.io/articles/guides/top-cloud-gpu-providers1OpenAI · Google2
medium.comhttps://medium.com/@velinxs/why-i-stopped-using-lambda-labs-for-gpu-cloud-5c59cabc5c432Anthropic1
spheron.networkhttps://spheron.network/blog/gpu-cloud-pricing-comparison-2026/2OpenAI1
lambda.aihttps://lambda.ai/pricing3Anthropic1
reddit.comhttps://reddit.com/r/LocalLLaMA/comments/1fnnl9o/ondemand_h200_gpu_cloud/3Google1
gmicloud.aihttps://gmicloud.ai/en/blog/a-guide-to-2026-gpu-cloud-pricing-comparison4OpenAI1
gmicloud.aihttps://gmicloud.ai/en/blog/best-gpu-cloud-price-to-performance-for-ai-workloads4Google1
spheron.networkhttps://spheron.network/blog/spheron-vs-lambda-labs/4Anthropic1
jarvislabs.aihttps://jarvislabs.ai/ai-faqs/best-cloud-gpu-providers-20265OpenAI1
packet.aihttps://packet.ai/blog/gpu-cloud-providers5Google1
reddit.comhttps://reddit.com/r/deeplearning/comments/1qnjwdq/cloud_gpu_prices_vary_up_to_138x_for_h100s_i/5Anthropic1
computecomparison.comhttps://computecomparison.com/provider/lambda-labs6Anthropic1
fluence.aihttps://fluence.ai/blog/best-cloud-gpu-providers-ai/6Google1
northflank.comhttps://northflank.com/blog/cheapest-cloud-gpu-providers6OpenAI1
siliconflow.comhttps://siliconflow.com/articles/the-best-on-demand-gpu-instances-service7Google1
deploybase.aihttps://deploybase.ai/articles/gpu-cloud-pricing-comparison8Google1
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.