Category intelligence / ecosystem
AI coding & developer tools
AI code editors, terminal agents, background coding agents, and review tools ranked across a fixed software-buying corpus—with brand, prompt, engine, and citation-source views.
Evidence catalog
Open category terminal →Live AI developer tools tables
| Table | Coverage | Confidence | Freshness | Cadence | Updated | Open |
|---|---|---|---|---|---|---|
| AI developer tool rankReviewed coding tools ranked by recommendation-prompt presence across three configured model APIs. | 16 | 100% | current | daily | Jul 27, 2026 | View table → |
| AI developer tool presenceReviewed tools ranked by presence across every answer in the complete category prompt-and-engine cohort. | 16 | 100% | current | daily | Jul 27, 2026 | View table → |
| AI developer tool citation shareReviewed tools ranked by distinct answer-level citations to their canonical domains. | 16 | 100% | current | daily | Jul 27, 2026 | View table → |
| AI developer tool engine breadthReviewed tools ranked by the number of configured model APIs on which they appear. | 16 | 100% | current | daily | Jul 27, 2026 | View table → |
| Developer tools in OpenAI model API answersTool presence in the fixed OpenAI configured-model API cohort; not the ChatGPT consumer application. | 16 | 100% | current | daily | Jul 27, 2026 | View table → |
| Developer tools in Anthropic model API answersTool presence in the fixed Anthropic configured-model API cohort; not the Claude consumer application. | 16 | 100% | current | daily | Jul 27, 2026 | View table → |
| Developer tools in Gemini model API answersTool presence in the fixed Gemini configured-model API cohort; not the Gemini consumer application. | 16 | 100% | current | daily | Jul 27, 2026 | View table → |
| AI developer-tool buying-prompt leadersThe leading reviewed tool for every neutral buying prompt, with exact cross-engine consensus. | 12 | 100% | current | daily | Jul 27, 2026 | View table → |
| AI developer-tool engine disagreementBuying prompts ranked by how differently the configured engines surface the reviewed tool universe. | 12 | 100% | current | daily | Jul 27, 2026 | View table → |
| Most-cited domains for AI developer-tool buying promptsURL-derived citation hostnames ranked by complete-cohort cited-answer coverage, breadth, and position. | 115 | 100% | current | daily | Jul 27, 2026 | View table → |
Latest
Open full board →Current category leaders
| Rank | Entity | Published value | Movement | Confidence | Signal | Profile |
|---|---|---|---|---|---|---|
| 01 | GitHub Copilotcompany | 54.2% | — | 100% | — | Evidence → |
| 02 | Cursorcompany | 37.5% | — | 100% | — | Evidence → |
| 03 | Claude Codecompany | 33.3% | — | 100% | — | Evidence → |
| 04 | Augment Codecompany | 29.2% | — | 100% | — | Evidence → |
| 05 | Devincompany | 12.5% | — | 100% | — | Evidence → |
| 06 | Windsurfcompany | 8.3% | — | 100% | — | Evidence → |
| 07 | Qodocompany | 8.3% | — | 100% | — | Evidence → |
| 08 | Clinecompany | 4.2% | — | 100% | — | Evidence → |
| 09 | Tabninecompany | 4.2% | — | 100% | — | Evidence → |
| 10 | JetBrains AI Assistantcompany | 0.0% | — | 100% | — | Evidence → |
| 11 | OpenAI Codexcompany | 0.0% | — | 100% | — | Evidence → |
| 12 | Ampcompany | 0.0% | — | 100% | — | Evidence → |
| 13 | Gemini Code Assistcompany | 0.0% | — | 100% | — | Evidence → |
| 14 | Kirocompany | 0.0% | — | 100% | — | Evidence → |
| 15 | Replit Agentcompany | 0.0% | — | 100% | — | Evidence → |
| 16 | Roo Codecompany | 0.0% | — | 100% | — | Evidence → |
Corpus ai-developer-tools-2026-07-27 / 3 providers
Test your own prompt →Questions shaping this market
| Buyer prompt | Intent | Current leader | Answers | Providers | Citations | Owned citations | Challenge |
|---|---|---|---|---|---|---|---|
| What are the best AI coding agents for making reliable changes across a large existing codebase? | recommendation | GitHub Copilot · 6 | 3 | 3 | 13 | 1 | Run live → |
| Recommend an AI-first code editor with fast autocomplete, multi-file editing, repository context, and model choice. | recommendation | Cursor · 13 | 3 | 3 | 12 | 2 | Run live → |
| Which coding agent is best for taking an issue, working in the background, running tests, and returning a reviewable pull request? | recommendation | GitHub Copilot · 6 | 3 | 3 | 21 | 3 | Run live → |
| Recommend a terminal-based coding agent that can inspect files, edit code, run commands, and ask for approval before risky actions. | recommendation | Claude Code · 7 | 3 | 3 | 18 | 2 | Run live → |
| Which AI development tool is strongest for an enterprise that needs privacy controls, auditability, policy enforcement, and SSO? | recommendation | — | 3 | 3 | 20 | 1 | Run live → |
| What developer tool should a team use to run multiple software engineering agents in parallel across isolated tasks? | recommendation | Claude Code · 1 | 3 | 3 | 19 | 2 | Run live → |
| Recommend an AI developer platform for pull-request review, test generation, bug finding, and secure coding guidance. | recommendation | GitHub Copilot · 3 | 3 | 3 | 11 | 5 | Run live → |
| Which AI coding tool is best for understanding and modernizing a large legacy application with strong test coverage? | recommendation | Claude Code · 7 | 3 | 3 | 17 | 1 | Run live → |
| Compare AI developer tools on code quality, repository context, autonomy, latency, model choice, privacy, and integration depth. | commercial | Claude Code · 20 | 3 | 3 | 24 | 4 | Run live → |
| How should a software team compare coding-agent pricing, usage limits, premium-model access, and total cost at scale? | commercial | GitHub Copilot · 6 | 3 | 3 | 22 | 3 | Run live → |
| Create a proof-of-concept scorecard for evaluating AI coding tools on real repository tasks without relying on vendor claims. | commercial | GitHub Copilot · 1 | 3 | 3 | 5 | 0 | Run live → |
| Which criteria reveal lock-in and portability risk when choosing an AI coding tool, including editor, model, data, and workflow control? | commercial | — | 3 | 3 | 18 | 1 | Run live → |
Use the public category as your baseline
Analyze this category →Browse every live table →