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Compare AI developer tools on code quality, repository context, autonomy, latency, model choice, privacy, and integration depth.

Which brands each model API named when asked this question, and which pages it cited. Answer text is not published.
Snapshot Sep 16, 2026. Each category is re-run in rotation, every few weeks.

Commercial

Kind of question

3

Model APIs

6

Brands named

15

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
1OpenAI Codexopenai.com130OpenAI
2Claude Codeanthropic.com120OpenAI
3GitHub Copilotgithub.com120OpenAI
4Tabninetabnine.com120OpenAI
5Cursorcursor.com110OpenAI
6Augment Codeaugmentcode.com101Google

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-miniCursor · GitHub Copilot · Claude Code · OpenAI Codex · Tabnine66f0becf7c…a3a5a
Anthropicanthropic/claude-haiku-4-5None named005f3f6cae…6042e
Googlegoogle/gemini-2.5-flashAugment Code997b966814…a4551

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
checkmarx.comhttps://checkmarx.com/learn/ai-security/top-12-ai-developer-tools-in-2026-for-security-coding-and-quality/1Google1
devin.aihttps://devin.ai/blog/code-assistant-comparison-copilot-tabnine-ghostwriter-codeium1OpenAI1
devopsschool.comhttps://devopsschool.com/blog/top-10-ai-code-assistants-features-pros-cons-comparison-2/2Google1
pecollective.comhttps://pecollective.com/tools/best-ai-coding-assistants/2OpenAI1
artificialanalysis.aihttps://artificialanalysis.ai/agents/coding3OpenAI1
callmissed.comhttps://callmissed.com/blog/the-best-ai-code-review-tools-in-2026-hands-on-developer-comparison3Google1
dev.tohttps://dev.to/rahulxsingh/the-state-of-ai-code-review-in-2026-trends-tools-and-whats-next-2gfh4Google1
reddit.comhttps://reddit.com/r/vscode/comments/1je1i6h/what_are_the_best_ai_code_assistants_for_vscode/4OpenAI1
augmentcode.comhttps://augmentcode.com/tools/open-source-ai-code-review-tools-worth-trying5Google1
daily.devhttps://daily.dev/blog/best-ai-coding-assistants-comparison/5OpenAI1
aicentralresources.comhttps://aicentralresources.com/ai-tools-for-developers6Google1
faros.aihttps://faros.ai/blog/best-ai-coding-agents-20266OpenAI1
arxiv.orghttps://arxiv.org/html/2604.14228v17Google1
facebook.comhttps://facebook.com/NewRelic/posts/90-of-software-engineers-will-use-ai-coding-assistants-by-2028tools-like-claude-/1495483909292737/8Google1
diatomenterprises.comhttps://diatomenterprises.com/blog/which-ai-is-best-for-coding-guide/9Google1
Snapshots
c9215e33-a54f-4c63-a494-a8a96cb24c2b
Question set
ai-developer-tools-2026-07-27
Benchmark version
4-ai-developer-tools-2026-07-27-models-64232fd32583
What is kept
Measured in AI developer tools. 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.