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AI Developer Tools Brands in Gemini Model API Answers

Ranks reviewed AI Developer Tools brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.

Coverage: 16 entities
Confidence: 100%
Freshness: current
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Watching publication Jul 27, 2026

LEADERBOARD

Current rankings

Metric: Gemini recommendation-prompt presence

Find in tableEntity typeMovementConfidenceEvidence NRank rangeColumnsSort rowsAnswer providerBrand signal

16of 16 rows

AI Developer Tools Brands in Gemini Model API Answers current rankings
Rank	Entity	Gemini recommendation-prompt presence	Mention coverage	Mention share	Citation share	Engine breadth	OpenAI rec. presence	OpenAI coverage	Confidence	N	Change	Trend	Explain
01	GitHub Copilotcompany	25.0%	50%	25.71%	36%	3	75%	66.67%	100%	8	—	—	Analyze brand Why this rank
02	Claude Codecompany	25.0%	36.11%	18.57%	4%	3	25%	33.33%	100%	8	—	—	Analyze brand Why this rank
03	Augment Codecompany	25.0%	38.89%	20%	56%	3	37.5%	41.67%	100%	8	—	—	Analyze brand Why this rank
04	Cursorcompany	12.5%	33.33%	17.14%	0%	3	50%	41.67%	100%	8	—	—	Analyze brand Why this rank
05	Devincompany	0.0%	8.33%	4.29%	4%	2	12.5%	8.33%	100%	8	—	—	Analyze brand Why this rank
06	Windsurfcompany	0.0%	5.56%	2.86%	0%	2	12.5%	8.33%	100%	8	—	—	Analyze brand Why this rank
07	Qodocompany	0.0%	5.56%	2.86%	0%	1	25%	16.67%	100%	8	—	—	Analyze brand Why this rank
08	Clinecompany	0.0%	5.56%	2.86%	0%	2	12.5%	8.33%	100%	8	—	—	Analyze brand Why this rank
09	Tabninecompany	0.0%	5.56%	2.86%	0%	1	12.5%	16.67%	100%	8	—	—	Analyze brand Why this rank
10	JetBrains AI Assistantcompany	0.0%	2.78%	1.43%	0%	1	0%	0%	100%	8	—	—	Analyze brand Why this rank
11	OpenAI Codexcompany	0.0%	2.78%	1.43%	0%	1	0%	8.33%	100%	8	—	—	Analyze brand Why this rank
12	Ampcompany	0.0%	0%	0%	0%	0	0%	0%	100%	8	—	—	Analyze brand Why this rank
13	Gemini Code Assistcompany	0.0%	0%	0%	0%	0	0%	0%	100%	8	—	—	Analyze brand Why this rank
14	Kirocompany	0.0%	0%	0%	0%	0	0%	0%	100%	8	—	—	Analyze brand Why this rank
15	Replit Agentcompany	0.0%	0%	0%	0%	0	0%	0%	100%	8	—	—	Analyze brand Why this rank
16	Roo Codecompany	0.0%	0%	0%	0%	0	0%	0%	100%	8	—	—	Analyze brand Why this rank

AI Developer Tools Brands in Gemini Model API Answers current rankings
Rank	Entity	Gemini recommendation-prompt presence	Mention coverage	Mention share	Citation share	Engine breadth	OpenAI rec. presence	OpenAI coverage	Confidence	N	Change	Trend	Explain
01	GitHub Copilotcompany	25.0%	50%	25.71%	36%	3	75%	66.67%	100%	8	—	—	Analyze brand Why this rank
02	Claude Codecompany	25.0%	36.11%	18.57%	4%	3	25%	33.33%	100%	8	—	—	Analyze brand Why this rank
03	Augment Codecompany	25.0%	38.89%	20%	56%	3	37.5%	41.67%	100%	8	—	—	Analyze brand Why this rank
04	Cursorcompany	12.5%	33.33%	17.14%	0%	3	50%	41.67%	100%	8	—	—	Analyze brand Why this rank
05	Devincompany	0.0%	8.33%	4.29%	4%	2	12.5%	8.33%	100%	8	—	—	Analyze brand Why this rank
06	Windsurfcompany	0.0%	5.56%	2.86%	0%	2	12.5%	8.33%	100%	8	—	—	Analyze brand Why this rank
07	Qodocompany	0.0%	5.56%	2.86%	0%	1	25%	16.67%	100%	8	—	—	Analyze brand Why this rank
08	Clinecompany	0.0%	5.56%	2.86%	0%	2	12.5%	8.33%	100%	8	—	—	Analyze brand Why this rank
09	Tabninecompany	0.0%	5.56%	2.86%	0%	1	12.5%	16.67%	100%	8	—	—	Analyze brand Why this rank
10	JetBrains AI Assistantcompany	0.0%	2.78%	1.43%	0%	1	0%	0%	100%	8	—	—	Analyze brand Why this rank
11	OpenAI Codexcompany	0.0%	2.78%	1.43%	0%	1	0%	8.33%	100%	8	—	—	Analyze brand Why this rank
12	Ampcompany	0.0%	0%	0%	0%	0	0%	0%	100%	8	—	—	Analyze brand Why this rank
13	Gemini Code Assistcompany	0.0%	0%	0%	0%	0	0%	0%	100%	8	—	—	Analyze brand Why this rank
14	Kirocompany	0.0%	0%	0%	0%	0	0%	0%	100%	8	—	—	Analyze brand Why this rank
15	Replit Agentcompany	0.0%	0%	0%	0%	0	0%	0%	100%	8	—	—	Analyze brand Why this rank
16	Roo Codecompany	0.0%	0%	0%	0%	0	0%	0%	100%	8	—	—	Analyze brand Why this rank

Primary brandPrompt intentAnswer enginePrompt contains

Run live test

Answer presence33.3%12/36 filtered answers mention or cite Cursor

Selected-set share27.3%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	50.0%18/36	+16.7 pp	40.9%	48	6	9	3/3
Claude Codeanthropic.com	36.1%13/36	+2.8 pp	29.5%	44	1	1	3/3
Cursorcursor.com	33.3%12/36	BASE	27.3%	46	0	0	3/3
OpenAI Codexopenai.com	2.8%1/36	-30.6 pp	2.3%	1	0	0	1/3

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 Code 5 source URLs`a2cf2365`	CursorGitHub CopilotClaude Code 6 source URLs`ac689460`	GitHub Copilot 2 source URLs`94f4cd43`
02 Recommend an AI-first code editor with fast autocomplete, multi-file editing, repository context, and model choice.recommendation	CursorGitHub Copilot 4 source URLs`adaba0c5`	Cursor 3 source URLs`ab457571`	CursorClaude Code 5 source URLs`fc749e3a`
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 · C1 7 source URLs`deb86753`	Claude Code 4 source URLs`05456110`	GitHub Copilot · C1 10 source URLs`92944a3a`
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 · C1 4 source URLs`d6ca092a`	CursorGitHub CopilotClaude Code 6 source URLs`b4ade336`	Claude Code · C1 8 source URLs`368768fd`
05 Which AI development tool is strongest for an enterprise that needs privacy controls, auditability, policy enforcement, and SSO?recommendation	No selected brand 6 source URLs`79a373d9`	No selected brand 7 source URLs`9cf7cc71`	No selected brand 7 source URLs`59fe6d82`
06 What developer tool should a team use to run multiple software engineering agents in parallel across isolated tasks?recommendation	CursorClaude Code 5 source URLs`0a481d82`	GitHub Copilot · C1 5 source URLs`cd088f21`	No selected brand 9 source URLs`1be356f5`
07 Recommend an AI developer platform for pull-request review, test generation, bug finding, and secure coding guidance.recommendation	GitHub Copilot 5 source URLs`1755e156`	GitHub Copilot · C4 6 source URLs`439486d2`	No selected brand 0 source URLs`061f386e`
08 Which AI coding tool is best for understanding and modernizing a large legacy application with strong test coverage?recommendation	CursorGitHub Copilot 5 source URLs`f46bdf19`	CursorGitHub CopilotClaude Code 6 source URLs`c9ac8d20`	No selected brand 6 source URLs`60e614bb`
09 Compare AI developer tools on code quality, repository context, autonomy, latency, model choice, privacy, and integration depth.commercial	CursorGitHub CopilotClaude CodeOpenAI Codex 6 source URLs`1ebd5dfc`	CursorGitHub Copilot · C1Claude Code 9 source URLs`b501c679`	No selected brand 9 source URLs`4eb7835d`
10 How should a software team compare coding-agent pricing, usage limits, premium-model access, and total cost at scale?commercial	GitHub CopilotClaude Code 8 source URLs`8c3f808f`	CursorGitHub CopilotClaude Code 7 source URLs`5c99b8cb`	Claude Code 7 source URLs`52cbd1c4`
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`cffc6301`	GitHub Copilot 5 source URLs`8084f134`	No selected brand 0 source URLs`c2c55858`
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 8 source URLs`e9052f18`	No selected brand 5 source URLs`5dd69c46`	No selected brand 5 source URLs`fa1141e8`

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	Evidence
augmentcode.com	14	11	3	#1	Open source ↗
reddit.com	10	12	3	#1	Open source ↗
youtube.com	9	9	3	#1	Open source ↗
linkedin.com	8	8	2	#1	Open source ↗
github.com	6	6	3	#1	Open source ↗
medium.com	5	5	3	#1	Open source ↗
mindstudio.ai	5	5	3	#3	Open source ↗
developersdigest.tech	4	4	3	#3	Open source ↗
arxiv.org	3	4	2	#1	Open source ↗
facebook.com	3	3	1	#1	Open source ↗
ai.plainenglish.io	3	2	1	#2	Open source ↗
getdx.com	3	2	3	#2	Open source ↗
dust.tt	2	3	2	#1	Open source ↗
blog.exceeds.ai	2	2	2	#1	Open source ↗
dev.to	2	2	2	#1	Open source ↗
gartner.com	2	2	2	#1	Open source ↗
instagram.com	2	2	1	#1	Open source ↗
sitepoint.com	2	2	2	#2	Open source ↗
departmentofproduct.substack.com	2	1	2	#1	Open source ↗
domo.com	2	1	2	#1	Open source ↗

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

AI Developer Tools Brands in Gemini Model API Answers

Current rankings

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view