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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
Compare one brand with up to three competitors across the exact public prompt × engine matrix behind this leaderboard.
| 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 |
12 prompts · 36 immutable answer hashes · empty cells mean no compared brand was detected.
| 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 | CursorGitHub CopilotClaude Code | GitHub Copilot |
| 02 Recommend an AI-first code editor with fast autocomplete, multi-file editing, repository context, and model choice.recommendation | CursorGitHub Copilot | Cursor | CursorClaude Code |
| 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 | Claude Code | GitHub Copilot · C1 |
| 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 | CursorGitHub CopilotClaude Code | Claude Code · C1 |
| 05 Which AI development tool is strongest for an enterprise that needs privacy controls, auditability, policy enforcement, and SSO?recommendation | No selected brand | No selected brand | No selected brand |
| 06 What developer tool should a team use to run multiple software engineering agents in parallel across isolated tasks?recommendation | CursorClaude Code | GitHub Copilot · C1 | No selected brand |
| 07 Recommend an AI developer platform for pull-request review, test generation, bug finding, and secure coding guidance.recommendation | GitHub Copilot | GitHub Copilot · C4 | No selected brand |
| 08 Which AI coding tool is best for understanding and modernizing a large legacy application with strong test coverage?recommendation | CursorGitHub Copilot | CursorGitHub CopilotClaude Code | No selected brand |
| 09 Compare AI developer tools on code quality, repository context, autonomy, latency, model choice, privacy, and integration depth.commercial | CursorGitHub CopilotClaude CodeOpenAI Codex | CursorGitHub Copilot · C1Claude Code | No selected brand |
| 10 How should a software team compare coding-agent pricing, usage limits, premium-model access, and total cost at scale?commercial | GitHub CopilotClaude Code | CursorGitHub CopilotClaude Code | Claude Code |
| 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 | GitHub Copilot | No selected brand |
| 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 | No selected brand | No selected brand |
Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.
| 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 ↗ |
Ranks URL-derived citation hostnames in the complete public prompt benchmark without additional provider calls.
Some explanation inputs are unavailable Missing: publicFrozenEvidence, comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| aggregateArtifactHash | 87bb6d55ffd1c8005a1b061907131fa06df4ae316dafa0a5ec29763de4ac866b | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| answerDenominator | 36 | Unavailable | 36 | 0 | unavailableno_public_frozen_evidence |
| engineDenominator | 3 | Unavailable | 3 | 0 | unavailable |
| hostname | trycomp.ai | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| positionDenominator | 1 | Unavailable | 1 | 0 | unavailableno_public_frozen_evidence |
|---|
| positionNumerator | 2 | Unavailable | 2 | 0 | unavailableno_public_frozen_evidence |
|---|
| public prompt source answer coverage | 2.777778 | 100% | 2.778 | 1 | available |
|---|
| public prompt source best position | 2 | 0% | 0 | 1 | available |
|---|
| public prompt source cited answer count | 1 | 0% | 0 | 1 | available |
|---|
| public prompt source distinct url count | 1 | 0% | 0 | 1 | available |
|---|
| public prompt source engine breadth | 1 | 0% | 0 | 1 | available |
|---|
| public prompt source mean position | 2 | 0% | 0 | 1 | available |
|---|
| public prompt source median position | 2 | 0% | 0 | 1 | available |
|---|
| sourceVisibilityOnly | 1 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
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