Skip to content
Get my AI grade

Buying question

How should a company evaluate maintainer commitment, licensing, release stability, and migration risk in an agent framework?

Which brands each model API named when asked this question, and which pages it cited. Answer text is not published.
Snapshot Sep 14, 2026. Each category is re-run in rotation, every few weeks.

Commercial

Kind of question

3

Model APIs

0

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 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 named44cf99c3b8…271f6
Anthropicanthropic/claude-haiku-4-5None named001598be49…493bb
Googlegoogle/gemini-2.5-flashNone named667caf0102…e0f6d

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
rank.aihttps://rank.ai/prompts/agent-framework-longevity-licensing1OpenAI1
snyk.iohttps://snyk.io/articles/open-source-licenses/1Google1
cmu.eduhttps://cmu.edu/cttec/forms/opensourcelicensegridv1.pdf2Google1
kanerika.comhttps://kanerika.com/blogs/ai-agent-frameworks/2OpenAI1
langfuse.comhttps://langfuse.com/blog/2025-03-19-ai-agent-comparison3OpenAI1
leanix.nethttps://leanix.net/en/wiki/trm/open-source-licenses3Google1
keystone.comhttps://keystone.com/news-publications/framework-for-evaluating-risk-in-a-world-of-agents4OpenAI1
opensource.orghttps://opensource.org/licenses-old/category4Google1
cycode.comhttps://cycode.com/blog/open-source-licenses-made-simple/5Google1
choosealicense.comhttps://choosealicense.com/licenses/6Google1
Snapshots
17b304d1-ac2a-4eff-847c-74cdc49085bb
Question set
ai-agent-frameworks-2026-07-27
Benchmark version
4-ai-agent-frameworks-2026-07-27-models-64232fd32583
What is kept
Measured in Agent frameworks. 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.