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Buying question

Recommend a reliable hosted model API for a customer-facing product.

Which brands each model API named when asked this question, and which pages it cited. Answer text is not published.
Snapshot Sep 10, 2026. Each category is re-run in rotation, every few weeks.

Recommendation

Kind of question

3

Model APIs

4

Brands named

12

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
1Microsoft Azure AIazure.microsoft.com202OpenAI · Google
2OpenAIopenai.com130OpenAI
3Coherecohere.com111Google
4Replicatereplicate.com110OpenAI

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-miniOpenAI · Microsoft Azure AI · Replicate77a16209ec…cfdcf
Anthropicanthropic/claude-haiku-4-5None named00e98726c8…1571b
Googlegoogle/gemini-2.5-flashCohere · Microsoft Azure AI5569524a1a…0da06

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
learn.microsoft.comhttps://learn.microsoft.com/en-us/azure/api-management/api-management-key-concepts1Google1
moesif.comhttps://moesif.com/blog/technical/api-development/APIs-For-Machine-Learning/1OpenAI1
cohere.comhttps://cohere.com/2Google1
domo.comhttps://domo.com/learn/article/ai-model-deployment-platforms2OpenAI1
medium.comhttps://medium.com/electric-head-software/designing-client-facing-apis-best-practices-8ac647f135823Google1
truefoundry.comhttps://truefoundry.com/blog/model-deployment-tools3OpenAI1
blog.risingstack.comhttps://blog.risingstack.com/ml-model-deployment-services-compared/4OpenAI1
nango.devhttps://nango.dev/blog/best-unified-api/4Google1
azure.microsoft.comhttps://azure.microsoft.com/en-us/products/machine-learning5OpenAI1
plain.comhttps://plain.com/blog/api-first-support-platforms5Google1
medium.comhttps://medium.com/@anshitvishwa111/hosting-machine-learning-models-as-an-api-service-1cf5cb5a1e2f6OpenAI1
ubiops.comhttps://ubiops.com/the-benefits-of-machine-learning-apis/7OpenAI1
Snapshots
5822220c-0bc2-456a-a7a8-9bcfe3108738
Question set
ai-model-api-platforms-2026-07-26
Benchmark version
4-ai-model-api-platforms-2026-07-26-models-64232fd32583
What is kept
Measured in Brands. 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.