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AI coding & developer tools

AI developer tools engine breadth

16 companies ranked by how many AI engines name them.
Recorded Sep 16, 2026Rotating scheduleSource: Rank.ai's prompt benchmark: fixed buying questions put to the OpenAI, Anthropic and Google model APIs, with Rank.ai's web searchHow this board is measuredCSV / JSON

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

Follow changes

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
Rank, name and engine breadthMiddle 1.5
  1. 1Claude Code3 engines
  2. 2Cursor3 engines
  3. 3Windsurf3 engines
  4. 4Devin3 engines
  5. 5GitHub Copilot2 engines
  6. 6OpenAI Codex2 engines
  7. 7Augment Code2 engines
  8. 8Tabnine2 engines
  9. 9Cline1 engines
  10. 10JetBrains AI Assistant1 engines
  11. 11Kiro1 engines
  12. 12Amp0 engines
  13. 13Gemini Code Assist0 engines
  14. 14Qodo0 engines
  15. 15Replit Agent0 engines
  16. 16Roo Code0 engines

cited as source: 0 on 11 of 16 rows · 3 checks behind each row · 100% confidence across rows.

AI developer tools engine breadth current rankings
RankNameEngine breadthMention coverageShare of namesEnginesChangeWhy
01Claude Code3 engines33.33% · 12 / 3620.34% · 12 / 593 This rankMy rank
02Cursor3 engines22.22% · 8 / 3613.56% · 8 / 593 This rankMy rank
03Windsurf3 engines16.67% · 6 / 3610.17% · 6 / 593 4This rankMy rank
04Devin3 engines11.11% · 4 / 366.78% · 4 / 593 7This rankMy rank
05GitHub Copilot2 engines22.22% · 8 / 3613.56% · 8 / 592 1This rankMy rank
06OpenAI Codex2 engines22.22% · 8 / 3613.56% · 8 / 592 3This rankMy rank
07Augment Code2 engines19.44% · 7 / 3611.86% · 7 / 592 2This rankMy rank
08Tabnine2 engines8.33% · 3 / 365.08% · 3 / 592 2ShowingMy rank
09Cline1 engines2.78% · 1 / 361.69% · 1 / 591 1This rankMy rank
10JetBrains AI Assistant1 engines2.78% · 1 / 361.69% · 1 / 591 2This rankMy rank
11Kiro1 engines2.78% · 1 / 361.69% · 1 / 591 2This rankMy rank
12Amp0 engines0% · 0 / 360% · 0 / 590 3This rankMy rank
13Gemini Code Assist0 engines0% · 0 / 360% · 0 / 590 5This rankMy rank
14Qodo0 engines0% · 0 / 360% · 0 / 590 This rankMy rank
15Replit Agent0 engines0% · 0 / 360% · 0 / 590 This rankMy rank
16Roo Code0 engines0% · 0 / 360% · 0 / 590 This rankMy rank

Why this rank

Tabnine 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.

8

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 evidenced

Every component evidenced · 1 evidence record each

Components of Tabnine's score
ComponentValueContribution
Engine breadth22

Moved down since the previous snapshot

-2 places
  1. OpenAI brand recommendation presence25 to 12.5
    -12.5
  2. Recommendation presence12.5 to 8.333
    -4.167
  3. Mention share6.122 to 5.085
    -1.038
  4. Anthropic brand mention coverage0 to 0
    0
  5. Anthropic brand recommendation presence0 to 0
    0
  6. Citation share0 to 0
    0
  7. Engine breadth2 to 2
    0
  8. Mention coverage8.333 to 8.333
    0
  9. Gemini brand citation share0 to 0
    0
  10. Gemini brand mention coverage8.333 to 8.333
    0
  11. Gemini brand recommendation presence12.5 to 12.5
    0
  12. OpenAI brand citation share0 to 0
    0
  13. OpenAI brand mention coverage16.667 to 16.667
    0

Where each number comes from

14 public records
  • Anthropic 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"}
    Open the source
  • 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"}
    Open the source
  • 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"}
    Open the source
  • Citation shareCitation 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"}
    Open the source
  • 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"}
    Open the source
  • Mention coverageMention coverage · observed Sep 16, 2026, 12:00 AM UTC8.333 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"}
    Open the source
  • Reviewed-brand presence shareMention share · observed Sep 16, 2026, 12:00 AM UTC5.085 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"}
    Open the source
  • Recommendation-prompt presenceRecommendation presence · observed Sep 16, 2026, 12:00 AM UTC8.333 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"}
    Open the source
  • Gemini citation shareGemini 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"}
    Open the source
  • Gemini mention coverageGemini brand mention coverage · observed Sep 16, 2026, 12:00 AM UTC8.333 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"}
    Open the source
  • Gemini recommendation-prompt presenceGemini brand recommendation presence · observed Sep 16, 2026, 12:00 AM UTC12.5 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"}
    Open the source
  • OpenAI citation shareOpenAI 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"}
    Open the source
  • 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"}
    Open the source
  • OpenAI recommendation-prompt presenceOpenAI brand recommendation presence · observed Sep 16, 2026, 12:00 AM UTC12.5 percent100% confidence
    Source
    Rank.ai AI Developer Tools Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
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    Open the source
Public AI Developer Tools brand benchmark, version 4-ai-developer-tools-2026-07-27-models-64232fd32583224 observations · 1 source · quality passed
Snapshot
07f2c4d3-d4b8-404f-8991-a196f6b0d166
Data hash
edb6df7717a0e5ccbe3f4f7ca490766f3b1df3152a770517f01e820d071f814d
Method hash
2e2bd8a0250a3021797e2ab1a423f37e30c83d7c9c6c142176515898e1ec264f

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AI developer tool rank

Reviewed coding tools ranked by how often answers to the category's recommendation questions name or cite them, across three model APIs.

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.