Reviewed coding tools ranked by how often answers to the category's recommendation questions name or cite them, across three model APIs.
AI coding & developer tools
AI developer tools engine breadth
3 engines
Claude Code ranks first
Engine breadth
16
Companies ranked
Sep 16
Snapshot recorded
2026 · Rotating schedule
3
Answers behind each row
From the OpenAI, Anthropic and Google model APIs
All 16 companies by engine breadth
Claude Code leads at 3 engines; the middle of the board sits at 1.5.
- Ahead of second place
- 0
- Held by the top three
- 39%
- Middle of the board
- 1.5
- Below half the leader
- 8 of 16
- 1Claude Code3 engines
- 2Cursor3 engines
- 3Windsurf3 engines
- 4Devin3 engines
- 5GitHub Copilot2 engines
- 6OpenAI Codex2 engines
- 7Augment Code2 engines
- 8Tabnine2 engines
- 9Cline1 engines
- 10JetBrains AI Assistant1 engines
- 11Kiro1 engines
- 12Amp0 engines
- 13Gemini Code Assist0 engines
- 14Qodo0 engines
- 15Replit Agent0 engines
- 16Roo Code0 engines
cited as source: 0 on 11 of 16 rows · 3 checks behind each row · 100% confidence across rows.
| Rank | Name | Engine breadth | Mention coverage | Share of names | Engines | Change | Why |
|---|---|---|---|---|---|---|---|
| 01 | Claude Code | 3 engines | 33.33% · 12 / 36 | 20.34% · 12 / 59 | 3 | This rankMy rank | |
| 02 | Cursor | 3 engines | 22.22% · 8 / 36 | 13.56% · 8 / 59 | 3 | This rankMy rank | |
| 03 | Windsurf | 3 engines | 16.67% · 6 / 36 | 10.17% · 6 / 59 | 3 | 4 | This rankMy rank |
| 04 | Devin | 3 engines | 11.11% · 4 / 36 | 6.78% · 4 / 59 | 3 | 7 | This rankMy rank |
| 05 | GitHub Copilot | 2 engines | 22.22% · 8 / 36 | 13.56% · 8 / 59 | 2 | 1 | This rankMy rank |
| 06 | OpenAI Codex | 2 engines | 22.22% · 8 / 36 | 13.56% · 8 / 59 | 2 | 3 | This rankMy rank |
| 07 | Augment Code | 2 engines | 19.44% · 7 / 36 | 11.86% · 7 / 59 | 2 | 2 | ShowingMy rank |
| 08 | Tabnine | 2 engines | 8.33% · 3 / 36 | 5.08% · 3 / 59 | 2 | 2 | This rankMy rank |
| 09 | Cline | 1 engines | 2.78% · 1 / 36 | 1.69% · 1 / 59 | 1 | 1 | This rankMy rank |
| 10 | JetBrains AI Assistant | 1 engines | 2.78% · 1 / 36 | 1.69% · 1 / 59 | 1 | 2 | This rankMy rank |
| 11 | Kiro | 1 engines | 2.78% · 1 / 36 | 1.69% · 1 / 59 | 1 | 2 | This rankMy rank |
| 12 | Amp | 0 engines | 0% · 0 / 36 | 0% · 0 / 59 | 0 | 3 | This rankMy rank |
| 13 | Gemini Code Assist | 0 engines | 0% · 0 / 36 | 0% · 0 / 59 | 0 | 5 | This rankMy rank |
| 14 | Qodo | 0 engines | 0% · 0 / 36 | 0% · 0 / 59 | 0 | This rankMy rank | |
| 15 | Replit Agent | 0 engines | 0% · 0 / 36 | 0% · 0 / 59 | 0 | This rankMy rank | |
| 16 | Roo Code | 0 engines | 0% · 0 / 36 | 0% · 0 / 59 | 0 | This rankMy rank |
Why this rank
Augment Code on AI Developer Tools Engine Breadth
Ranks a reviewed AI Developer Tools brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
7
Rank on this board
2 engines
Score
3
Answers behind the score
100% confidence · 1 of 1 components evidenced
What the score is built from
1 of 1 evidencedEvery component evidenced · 1 evidence record each
| Component | Value | Contribution |
|---|---|---|
| Engine breadth | 2 | 2 |
Moved down since the previous snapshot
-2 places- OpenAI brand recommendation presence50 to 25-25
- OpenAI brand mention coverage41.667 to 16.667-25
- Gemini brand citation share50 to 62.5+12.5
- OpenAI brand citation share62.5 to 50-12.5
- Gemini brand mention coverage33.333 to 41.667+8.333
- Recommendation presence33.333 to 25-8.333
- Mention share18.367 to 11.864-6.503
- Mention coverage25 to 19.444-5.556
- Citation share56.25 to 53.846-2.404
- Anthropic brand mention coverage0 to 00
- Anthropic brand recommendation presence0 to 00
- Engine breadth2 to 20
- Gemini brand recommendation presence50 to 500
Where each number comes from
14 public recordsAnthropic citation shareAnthropic brand citation share · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Anthropic mention coverageAnthropic brand mention coverage · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Anthropic recommendation-prompt presenceAnthropic brand recommendation presence · observed Sep 16, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Citation shareCitation share · observed Sep 16, 2026, 12:00 AM UTC53.846 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Engine breadthEngine breadth · observed Sep 16, 2026, 12:00 AM UTC2 engines100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Mention coverageMention coverage · observed Sep 16, 2026, 12:00 AM UTC19.444 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Reviewed-brand presence shareMention share · observed Sep 16, 2026, 12:00 AM UTC11.864 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Recommendation-prompt presenceRecommendation presence · observed Sep 16, 2026, 12:00 AM UTC25 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini citation shareGemini brand citation share · observed Sep 16, 2026, 12:00 AM UTC62.5 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini mention coverageGemini brand mention coverage · observed Sep 16, 2026, 12:00 AM UTC41.667 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Gemini recommendation-prompt presenceGemini brand recommendation presence · observed Sep 16, 2026, 12:00 AM UTC50 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI citation shareOpenAI brand citation share · observed Sep 16, 2026, 12:00 AM UTC50 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI mention coverageOpenAI brand mention coverage · observed Sep 16, 2026, 12:00 AM UTC16.667 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["9ad60133-5350-4963-8119-24b96a7efb7e","f1134410-beea-4e97-abce-81940d777810","e49a3e38-4e4f-4c92-8822-685066a8a20e","01707889-2052-4c7b-b303-c1db67ba48d6","26b3c7d6-060f-41e2-9a67-31f1b7f0b55a","a761aedb-183b-46cf-ab69-962db6b4b8f2","95332732-5cbe-461c-98d1-d943f678a6a7","a732afcd-7014-479d-be4e-e0df7ad745e7","e531f716-cf72-4ae7-bc74-02ff3bc5fa80","fd3e235c-44e2-4f3e-883a-7d3b612d5191","96fbb270-3eb5-438b-b458-6f8f7efef9eb","e313c13b-ab49-4b93-b868-f3c6baeae67c","dbf68a16-0663-41e7-b4b6-2b9f0e6acde4","aa5d1e4f-a78b-4ff3-8f93-8ef0260a419c","5bd36090-bda9-4893-8528-8684b0358fc3","7e78b28c-2c78-4b2d-a107-8ac4a52638b1","986eaa34-8d5d-4bd6-b247-817ca58b60bf","5107394f-7b87-4550-8e9d-7fd9a51fea52","d38ee55d-659f-4f1c-93b6-bf53306d9f05","3b3e303c-d5c2-48f1-a403-b833f5a1edc5","d33160eb-2ae1-48f0-9c91-523c2e65401d","252a9bd9-13ab-4c6c-a2ef-7eece444f4f1","41f83e11-9f57-4474-a2a2-ba28e05549f2","d4f17644-2ee0-4fbf-adee-72bea2921b93","654e7d9b-8225-485e-bb80-5b21978f43fd","ae2a93e7-a69e-4e56-ac73-97d59db4909b","70db12bd-4602-4aac-ba8b-617284d98401","789e9509-8a15-4866-b77e-8f95a414f6d1","499d7fb8-f15e-415d-ac43-18e986845732","df790e68-0df0-4aa2-bb54-50a341a0b847","7660c84b-ac1e-42e4-bc70-ef81353dcc04","cdcb49c6-ac2e-479d-8ff2-d770fdf9cc25","dc56e3b9-f53f-4519-88d6-319a81a66fb4","3c78de8b-8cc2-49db-8b40-162147eea6f0","fb30ef34-c165-4b80-a13f-2b13636ec346","a20a6513-7f3d-4e20-a05b-87fe45765b04"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
OpenAI recommendation-prompt presenceOpenAI brand recommendation presence · observed Sep 16, 2026, 12:00 AM UTC25 percent100% confidence
- Source
- Rank.ai AI Developer Tools Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
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