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Buying question

Which LLM API platforms have the best developer experience?

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

7

Brands named

10

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
1Anthropicanthropic.com260OpenAI · Google
2OpenAIopenai.com251OpenAI · Google
3Hugging Facehuggingface.co240OpenAI · Google
4Google Geminiai.google.dev120OpenAI
5Mistral AImistral.ai120OpenAI
6Coherecohere.com110Google
7Fireworks AIfireworks.ai101OpenAI

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 · Anthropic · Google Gemini · Mistral AI · Fireworks AI · Hugging Face556b51b2da…93fc6
Anthropicanthropic/claude-haiku-4-5None named00d8dd484f…a8420
Googlegoogle/gemini-2.5-flashOpenAI · Anthropic · Cohere · Hugging Face661f178c65…0fb21

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
mongoengine.orghttps://mongoengine.org/best-llm-apis-for-developers/1OpenAI1
rank.aihttps://rank.ai/prompts/developer-friendly-llm-api1Google1
reddit.comhttps://reddit.com/r/LLMDevs/comments/1jm0k28/whats_the_best_multimodel_llm_platform_for/2Google1
syncfusion.comhttps://syncfusion.com/blogs/post/top-llm-api-comparison-20262OpenAI1
datacamp.comhttps://datacamp.com/blog/best-llm-api-providers3OpenAI · Google2
dataiku.comhttps://dataiku.com/blog/best-llm-apis-for-developers3OpenAI1
blog.tooljet.comhttps://blog.tooljet.com/best-llms-for-developers/4Google1
fireworks.aihttps://fireworks.ai/blog/best-llm-api-providers4OpenAI1
altexsoft.comhttps://altexsoft.com/blog/llm-api-integration/5Google1
openai.comhttps://openai.com/api/6Google1
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.