코드 생성과 리뷰에 가장 좋은 AI 도구는?
AI Visibility Ranking
Brands ordered by GenRank score for this question.
DirectionalQuestion-level figures rest on at most 24 answers per brand, so treat them as direction, not a verdict; the category ranking is the number to judge by. Scores are for the week of 2026-11-08. ± is the 95% confidence interval where the sampling allows one.
| Rank | Brand | Named by | Score |
|---|---|---|---|
| 1 | Cursor | 21/24 | 82.0±7.1 |
| 2 | GitHub Copilot | 23/24 | 73.3±10.0 |
| 3 | Claude Code | 16/24 | 54.0±18.9 |
| 4 | Coderabbit | 14/24 | 40.6±15.1 |
| 5 | OpenAI Codex | 8/24 | 32.2±10.7 |
| 6 | Claude 3.5 Sonnet | 7/24 | 18.2±6.0 |
| 7 | SonarQube | 5/24 | 16.1±10.6 |
| 8 | VS Code | 7/24 | 14.5±12.6 |
| 9 | GitHub | 5/24 | 12.9±12.5 |
| 10 | Qodo | 7/24 | 12.9±9.8 |
Sources these answers cited
The sites each surface's answer cited this week. The logos are the surfaces that cited the site.
| Source | Oct 25, 2026 | Nov 1, 2026 | Cited by |
|---|---|---|---|
| manus.im코딩을 위한 최고의 AI 도구 10선: 2026년 개발자를 위한 궁극의 툴킷 | 1 | 1 |    4 surfaces |
| blog.naver.comportal클로드 코딩 활용법! Claude로 개발 생산성을 높이는 실전 가이드 | 1 | 2 |  2 surfaces |
| github.comreferenceGitHub - fix2015/ai-agent-benchmarks: 📊 Comprehensive benchmarks and comparison of AI coding agents: Claude Code, Codex, Gemini CLI, Cursor, Windsurf, and more · GitHub | 2 | 1 |  2 surfaces |
| kimi.ai더 나은 코드 인사이트를 위한 AI 코드 리뷰 도구 10가지 | - | 1 | 2 surfaces |
| monterail.comBest AI Code Review Tools 2026: Comparison & Guide | - | 1 | 2 surfaces |
| aimultiple.comAI Coding Benchmark: Claude Code vs Cursor | - | - | 1 surfaces |
| aishare.itlibra.com코딩에 가장 좋은 AI 랭킹·비교【2026년 11월】 | 1 | 1 | 1 surfaces |
| aissist.ioBest AI Coding Tools 2026: 6 Agents Compared | Aissist.io | - | - | 1 surfaces |
| aitoolradar.ioBest AI Coding Tools 2026: Copilot vs Cursor vs Claude Code | AI Tool Radar | - | - | 1 surfaces |
| apidog.com2026년 최고의 AI 코드 리뷰 도구 TOP 10 - apidog.com | 2 | - | 1 surfaces |
| aubergine.coTop AI Coding Tools in 2026 | Comparison, Insights & Use Cases | 1 | - | 1 surfaces |
| be-a-developer.tistory.comportal개발자가 쓰는 AI 툴 TOP 10 (2026 최신) - be-a-developer ... | 1 | 1 | 1 surfaces |
29 more
Rank trend
Top 10 brands across editions. Five highlighted; the rest in gray.
| Brand | Oct 25, 2026 | Nov 1, 2026 | Nov 8, 2026 |
|---|---|---|---|
| Cursor | 1 | 1 | 1 |
| GitHub Copilot | 2 | 2 | 2 |
| Claude Code | 3 | 3 | 3 |
| Coderabbit | 4 | 4 | 4 |
| OpenAI Codex | 7 | 5 | 5 |
| Claude 3.5 Sonnet | 6 | 7 | 6 |
| SonarQube | 26 | 10 | 7 |
| VS Code | 29 | 6 | 8 |
| GitHub | 18 | 8 | 9 |
| Qodo | - | 13 | 10 |
| Brand | Oct 25, 2026 | Nov 1, 2026 | Nov 8, 2026 |
|---|---|---|---|
| Cursor | 1 | 1 | 1 |
| GitHub Copilot | 2 | 2 | 2 |
| Claude Code | 3 | 3 | 3 |
| Coderabbit | 4 | 4 | 4 |
| OpenAI Codex | 7 | 5 | 5 |
| Claude 3.5 Sonnet | 6 | 7 | 6 |
| SonarQube | 26 | 10 | 7 |
| VS Code | 29 | 6 | 8 |
| GitHub | 18 | 8 | 9 |
| Qodo | - | 13 | 10 |
| Claude Code Review | - | 11 | 11 |
| CodiumAI | 5 | 9 | 12 |
| Greptile | 17 | 20 | 14 |
| OpenAI | 13 | 21 | 17 |
| ChatGPT | 23 | 14 | 19 |
| Gemini API | 8 | 22 | 26 |
| Claude API | 9 | 23 | 27 |
| JetBrains AI Assistant | 10 | 25 | 30 |
| Gemini Code Assist | 16 | 31 | 37 |
| GitHub Copilot Code Review | - | 33 | 40 |
| PR-Agent | - | 40 | 47 |