16 companieschecked Aug 8, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON

As of

In front today

GitHub Copilot

50.0%gemini recommendation prompt presence

Ahead of second place: 0%
Held by the top three: 61%
Middle of the board: 0%
Below half the leader: 11 of 16

Highest 50.0%Middle 0%

Rank 1one bar per published rowRank 16

cited as source: 0 on 12 of 16 rows · chatgpt recommends: 0 on 9 of 16 rows · 8 checks behind each row.

AI developer tools brands in Gemini model API answers current rankings
Rank	Name	Gemini recommendation prompt presence	Mention coverage	Share of names	Engines	Change	Why
01	GitHub Copilot	50.0%	30.56% · 11 / 36	22.45% · 11 / 49	2		This rank My rank
02	Augment Code	50.0%	25% · 9 / 36	18.37% · 9 / 49	2	1	This rank My rank
03	Claude Code	37.5%	25% · 9 / 36	18.37% · 9 / 49	3	1	This rank My rank
04	Cursor	37.5%	19.44% · 7 / 36	14.29% · 7 / 49	3		This rank My rank
05	OpenAI Codex	25.0%	19.44% · 7 / 36	14.29% · 7 / 49	3	6	This rank My rank
06	Tabnine	12.5%	8.33% · 3 / 36	6.12% · 3 / 49	2	3	This rank My rank
07	Gemini Code Assist	12.5%	2.78% · 1 / 36	2.04% · 1 / 49	1	6	This rank My rank
08	Windsurf	0.0%	5.56% · 2 / 36	4.08% · 2 / 49	1	2	This rank My rank
09	Amp	0.0%	0% · 0 / 36	0% · 0 / 49	0	3	This rank My rank
10	Cline	0.0%	0% · 0 / 36	0% · 0 / 49	0	2	Showing My rank
11	Devin	0.0%	0% · 0 / 36	0% · 0 / 49	0	6	This rank My rank
12	JetBrains AI Assistant	0.0%	0% · 0 / 36	0% · 0 / 49	0	2	This rank My rank
13	Kiro	0.0%	0% · 0 / 36	0% · 0 / 49	0	1	This rank My rank
14	Qodo	0.0%	0% · 0 / 36	0% · 0 / 49	0	7	This rank My rank
15	Replit Agent	0.0%	0% · 0 / 36	0% · 0 / 49	0		This rank My rank
16	Roo Code	0.0%	0% · 0 / 36	0% · 0 / 49	0		This rank My rank

Primary brandPrompt intentAnswer enginePrompt contains

Run live test

Answer presence19.4%7/36 filtered answers mention or cite Cursor

Selected-set share20.6%Share of answer-presences among the compared brands, not market share

Owned citation answers00 answer-level URL signals on reviewed owned domains

Engine breadth3/3Engines with at least one observed presence

Filtered competitive answer-presence comparison
Brand	Presence	Vs. primary	Selected share	Mentions	Cited answers	Owned URL signals	Engine breadth
GitHub Copilotgithub.com	30.6%11/36	+11.1 pp	32.4%	17	5	5	2/3
Claude Codeanthropic.com	25.0%9/36	+5.6 pp	26.5%	15	1	1	3/3
OpenAI Codexopenai.com	19.4%7/36	0.0 pp	20.6%	8	1	1	3/3
Cursorcursor.com	19.4%7/36	BASE	20.6%	22	0	0	3/3

ANSWER-LEVEL OBSERVATIONS

Prompt × engine matrix

12 prompts · 36 immutable answer hashes · empty cells mean no compared brand was detected.

Brand presence by public prompt and answer engine
Public prompt	OpenAIopenai/gpt-4o-mini	Anthropicanthropic/claude-haiku-4-5	Geminigoogle/gemini-2.5-flash
01 What are the best AI coding agents for making reliable changes across a large existing codebase?recommendation	CursorGitHub CopilotClaude CodeOpenAI Codex · C1 5 source URLs`bd1102fe`	No selected brand 0 source URLs`02d5d503`	CursorGitHub Copilot · C1Claude Code 7 source URLs`8340480e`
02 Recommend an AI-first code editor with fast autocomplete, multi-file editing, repository context, and model choice.recommendation	CursorGitHub Copilot · C1 5 source URLs`3b9525af`	CursorOpenAI Codex 5 source URLs`6b2e831c`	CursorClaude Code 5 source URLs`d1ca2c44`
03 Which coding agent is best for taking an issue, working in the background, running tests, and returning a reviewable pull request?recommendation	GitHub Copilot 4 source URLs`cd45c322`	No selected brand 0 source URLs`b24ba5df`	CursorGitHub Copilot · C1OpenAI Codex 6 source URLs`19fb3631`
04 Recommend a terminal-based coding agent that can inspect files, edit code, run commands, and ask for approval before risky actions.recommendation	GitHub Copilot · C1Claude Code 6 source URLs`aa39e7cd`	No selected brand 0 source URLs`4d4e9ce4`	GitHub Copilot · C1Claude Code · C1OpenAI Codex 8 source URLs`3d5cb492`
05 Which AI development tool is strongest for an enterprise that needs privacy controls, auditability, policy enforcement, and SSO?recommendation	No selected brand 5 source URLs`f4e7febb`	No selected brand 0 source URLs`abbc5397`	No selected brand 9 source URLs`fe2a4143`
06 What developer tool should a team use to run multiple software engineering agents in parallel across isolated tasks?recommendation	Claude CodeOpenAI Codex 6 source URLs`cd138bc0`	Claude Code 4 source URLs`930f55b1`	No selected brand 6 source URLs`111c1184`
07 Recommend an AI developer platform for pull-request review, test generation, bug finding, and secure coding guidance.recommendation	GitHub Copilot 7 source URLs`c5847b19`	No selected brand 0 source URLs`e4210a0d`	No selected brand 6 source URLs`9a868908`
08 Which AI coding tool is best for understanding and modernizing a large legacy application with strong test coverage?recommendation	No selected brand 5 source URLs`1d73e786`	No selected brand 0 source URLs`9304fba5`	GitHub Copilot 8 source URLs`a29014e2`
09 Compare AI developer tools on code quality, repository context, autonomy, latency, model choice, privacy, and integration depth.commercial	CursorGitHub CopilotOpenAI Codex 5 source URLs`ce4cee81`	No selected brand 0 source URLs`c109de3a`	GitHub CopilotClaude Code 6 source URLs`3e8aca02`
10 How should a software team compare coding-agent pricing, usage limits, premium-model access, and total cost at scale?commercial	No selected brand 8 source URLs`b59db4c4`	No selected brand 0 source URLs`560a6cf3`	Claude CodeOpenAI Codex 7 source URLs`7c69467b`
11 Create a proof-of-concept scorecard for evaluating AI coding tools on real repository tasks without relying on vendor claims.commercial	No selected brand 0 source URLs`a6df9bde`	No selected brand 0 source URLs`99364a44`	No selected brand 0 source URLs`7376563f`
12 Which criteria reveal lock-in and portability risk when choosing an AI coding tool, including editor, model, data, and workflow control?commercial	No selected brand 10 source URLs`f5a73bd5`	No selected brand 0 source URLs`cbc2579d`	No selected brand 8 source URLs`20d515dc`

STRUCTURED CITATION LEDGER

Sources shaping this filtered view

Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.

Validated citation sources in filtered answers
Source hostname	Cited answers	Distinct URLs	Engine breadth	Best position
reddit.com ↗	10	10	3	#1
augmentcode.com ↗	9	6	2	#2
dev.to ↗	7	5	2	#3
mindstudio.ai ↗	5	4	2	#1
github.com ↗	5	4	2	#2
linkedin.com ↗	4	4	3	#1
medium.com ↗	4	4	2	#1
truefoundry.com ↗	4	3	2	#2
gartner.com ↗	3	2	2	#1
sitepoint.com ↗	3	2	2	#1
simonwillison.net ↗	3	1	3	#2
simular.ai ↗	2	2	1	#1
facebook.com ↗	2	2	2	#2
kodesage.ai ↗	2	2	2	#2
amux.io ↗	2	2	1	#3
tembo.io ↗	2	2	2	#3
builder.io ↗	2	2	2	#4
metacto.com ↗	2	2	1	#4
coderabbit.ai ↗	2	1	1	#1
departmentofproduct.substack.com ↗	2	1	2	#1

PUBLIC-BENCHMARK PRIVACY BOUNDARY

This report contains only code-reviewed public prompts, deterministic brand counts, answer hashes, and validated structured citation URLs. Full model answers are neither stored nor published here. No customer, organization, or private tracked-prompt data is included.

ai-developer-tools-2026-07-27 / 4-ai-developer-tools-2026-07-27-models-64232fd32583

Published rank: #10
Score: 0 percent
Sample size: 8

100% confidence · 100% component coverage · as of Aug 8, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

13/13 evidenced

All components available · 1 evidence record each

Components contributing to Cline's rank
Component	Weight	Contribution
public prompt anthropic brand mention coverage	0%	—
public prompt anthropic brand recommendation presence	0%	—
public prompt brand citation share	0%	—
public prompt brand engine breadth	0%	—
public prompt brand mention coverage	0%	—
public prompt brand mention share	0%	—
public prompt brand recommendation presence	0%	—
public prompt gemini brand citation share	0%	—
public prompt gemini brand mention coverage	0%	—
public prompt gemini brand recommendation presence	100%	0
public prompt openai brand citation share	0%	—
public prompt openai brand mention coverage	0%	—
public prompt openai brand recommendation presence	0%	—

WHY IT MOVED

down since prior snapshot

-2 ranks

public prompt openai brand recommendation presence12.5 → 0
-12.5
public prompt anthropic brand mention coverage8.333 → 0
-8.333
public prompt openai brand mention coverage8.333 → 0
-8.333
public prompt brand mention coverage5.556 → 0
-5.556
public prompt brand recommendation presence4.167 → 0
-4.167
public prompt brand mention share2.857 → 0
-2.857
public prompt brand engine breadth2 → 0
-2
public prompt anthropic brand recommendation presence0 → 0
0
public prompt brand citation share0 → 0
0
public prompt gemini brand citation share0 → 0
0
public prompt gemini brand mention coverage0 → 0
0
public prompt gemini brand recommendation presence0 → 0
0
public prompt openai brand citation share0 → 0
0

PRIMARY EVIDENCE

Source trail

13 public records

Anthropic mention coveragepublic prompt anthropic brand mention coverage · observed Aug 8, 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":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Aug 8, 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":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Citation sharepublic prompt brand citation share · observed Aug 8, 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":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Engine breadthpublic prompt brand engine breadth · observed Aug 8, 2026, 12:00 AM UTC0 engines100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"ai-developer-tools-2026-07-27","runArtifactIds":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Mention coveragepublic prompt brand mention coverage · observed Aug 8, 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":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Reviewed-brand presence sharepublic prompt brand mention share · observed Aug 8, 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":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Recommendation-prompt presencepublic prompt brand recommendation presence · observed Aug 8, 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":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Gemini citation sharepublic prompt gemini brand citation share · observed Aug 8, 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":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Gemini mention coveragepublic prompt gemini brand mention coverage · observed Aug 8, 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":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Aug 8, 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":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
OpenAI citation sharepublic prompt openai brand citation share · observed Aug 8, 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":["0a4173bb-fc82-498b-bf6e-86caa37d3458","35d3d862-0e69-4324-b4db-5f5e8fa394f8","085c6ae8-768e-40aa-9532-b21711e8f450","579a0152-af27-465f-b084-771379642c23","3fda0e8f-a589-4299-a531-1d5b4d679214","95857113-82c5-4a45-8ce5-56b34ab49780","1b7894fa-fc0d-477b-9392-a81b0e9ba8d0","8a5f8995-d05d-49cc-b46c-2c7a421cc12a","591ce4ce-903b-4026-b6b8-67ce3258e9f5","9bcab6a5-dc4b-49a8-b69e-6c0b99712433","5373df8a-18a4-42a0-8a0d-6a058ffe4ca1","2415c23d-30dc-4d85-a74d-016e493de9a2","cdcd157b-4b07-4493-ad48-ed8ad2cbc107","06f25847-ab59-4f37-bbbc-aba04d2d46c6","1fbb437a-3c82-4730-a7f9-2f3bc440da98","8203b2b0-3c72-4bde-9194-359437cf5492","e066c9a6-b1b4-4c9a-b08a-886279808e94","2dbba012-814f-45e6-b9d2-90ee7e0093a9","f75ed735-6b55-498d-b1cd-7bd6484da106","0e2797a0-b3b1-4390-87d0-f02a6d277f53","212f5c47-ed6b-43cc-80ae-f5e63b637534","3e1bae9e-ffa2-49b9-a750-7a552233169e","1ed4e212-d55c-4af4-a935-e71a8ba6828a","b17d3a85-aa13-4479-9eb5-c950da8ca0c3","b1e9c872-e95b-498a-b603-264298e249c2","90be9a68-c5a5-4596-a530-281bcd3c4301","afa6e3aa-f4e0-4c03-b756-c79b482865f1","38f11bb6-c7cc-4b5e-b5fd-1d398c5c260b","2d765df8-f60e-4eef-9bda-5bb45626a867","36b7fce2-6500-43fc-9ae2-784769863357","39a3977f-f592-45f8-a4c5-a53de45bb6c4","e1256fe2-e368-4be9-937c-a41e55727102","1ba5f75a-5cbc-4825-ab24-d31f457e04ef","d7a02af4-c32f-4eaa-a76d-b5cb49906856","3959403b-213e-4db6-a62a-11dcfb07de09","0cc0ac02-d2fc-4f96-a25f-49533d2fea1b"],"benchmarkVersion":"4-ai-developer-tools-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
OpenAI mention coveragepublic prompt openai brand mention coverage · observed Aug 8, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Aug 8, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai AI Developer Tools Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗

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Plain textAI Developer Tools Brands in Gemini Model API Answers. Rank.ai, data as of August 8, 2026. https://www.rank.ai/rankings/ai-developer-tools/ai-developer-tools-brand-gemini-visibility
HTML<a href="https://www.rank.ai/rankings/ai-developer-tools/ai-developer-tools-brand-gemini-visibility">AI Developer Tools Brands in Gemini Model API Answers</a> — Rank.ai, data as of August 8, 2026
Markdown[AI Developer Tools Brands in Gemini Model API Answers](https://www.rank.ai/rankings/ai-developer-tools/ai-developer-tools-brand-gemini-visibility) — Rank.ai, data as of August 8, 2026
APARank.ai. (2026). AI Developer Tools Brands in Gemini Model API Answers. Retrieved September 10, 2026, from https://www.rank.ai/rankings/ai-developer-tools/ai-developer-tools-brand-gemini-visibility

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<iframe src="https://www.rank.ai/embed/boards/ai-developer-tools-brand-gemini-visibility" title="AI Developer Tools Brands in Gemini Model API Answers" width="100%" height="420" loading="lazy" style="border:1px solid #111;max-width:720px"></iframe>
<p style="font-size:12px">Source: <a href="https://www.rank.ai/rankings/ai-developer-tools/ai-developer-tools-brand-gemini-visibility">AI Developer Tools Brands in Gemini Model API Answers</a> by Rank.ai</p>

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