In DevOps Tools
비용 효율이 좋은 DevOps 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 | GitHub Actions | 22/24 | 76.0±16.7 |
| 2 | Terraform | 19/24 | 46.6±10.0 |
| 3 | GitHub | 15/24 | 46.5±12.5 |
| 4 | Jenkins | 18/24 | 46.2±10.3 |
| 5 | Ansible | 17/24 | 37.7±14.4 |
| 6 | Prometheus | 16/24 | 35.7±9.7 |
| 7 | Grafana | 17/24 | 35.6±13.1 |
| 8 | OpenTofu | 14/24 | 33.1±7.1 |
| 9 | Kubernetes | 16/24 | 32.6±13.0 |
| 10 | GitLab CI/CD | 13/24 | 27.6±13.6 |
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 |
|---|---|---|---|
| apidog.com2026년 놓칠 수 없는 20가지 무료 클라우드 서비스 제공업체 | - | 1 |   2 surfaces |
| blog.naver.comportal클라우드 엔지니어 vs 데브옵스 엔지니어 : 역량 및 핵심 기술 비교 | - | 2 | 2 surfaces |
| kr.linkedin.comsocial자동화를 위한 상위 10가지 DevOps 도구 - LinkedIn | 2 | 1 |   2 surfaces |
| about.gitlab.comPricing | 1 | 2 |  1 surfaces |
| aitimes.commediaMS, AI 코딩 비용 최대 31% 줄이는 도구 공개…작업 성공률은 유지 | - | - | 1 surfaces |
| atlassian.comDevOps 수명 주기의 각 단계를 위한 DevOps 도구 | 2 | 2 | 1 surfaces |
| bunnyshell.comTop GitLab Alternatives in 2026 — DevOps Platforms Compared | - | - |  1 surfaces |
| checkthat.aiBest DevOps Tools 2026: CI/CD Platforms Compared | - | - | 1 surfaces |
| clickup.com2025년 자동화, 모니터링 등을 위한 상위 10가지 DevOps tools | 1 | 1 | 1 surfaces |
| deployhq.comBest CI/CD Tools in 2026: 11 Platforms Compared with Pricing | - | - | 1 surfaces |
| docs.ansible.comIntroduction to Ansible — Ansible Community Documentation | - | - | 1 surfaces |
| docs.docker.comDocker Compose | Docker Docs | - | 1 | 1 surfaces |
23 more
Rank trend
Top 10 brands across editions. Five highlighted; the rest in gray.
| Brand | Oct 25, 2026 | Nov 1, 2026 | Nov 8, 2026 |
|---|---|---|---|
| GitHub Actions | 1 | 1 | 1 |
| Terraform | 6 | 4 | 2 |
| GitHub | 5 | 2 | 3 |
| Jenkins | 7 | 5 | 4 |
| Ansible | 18 | 11 | 5 |
| Prometheus | 2 | 6 | 6 |
| Grafana | 3 | 3 | 7 |
| OpenTofu | 4 | 8 | 8 |
| Kubernetes | 9 | 7 | 9 |
| GitLab CI/CD | 11 | 9 | 10 |
| Brand | Oct 25, 2026 | Nov 1, 2026 | Nov 8, 2026 |
|---|---|---|---|
| GitHub Actions | 1 | 1 | 1 |
| Terraform | 6 | 4 | 2 |
| GitHub | 5 | 2 | 3 |
| Jenkins | 7 | 5 | 4 |
| Ansible | 18 | 11 | 5 |
| Prometheus | 2 | 6 | 6 |
| Grafana | 3 | 3 | 7 |
| OpenTofu | 4 | 8 | 8 |
| Kubernetes | 9 | 7 | 9 |
| GitLab CI/CD | 11 | 9 | 10 |
| ArgoCD | 15 | 10 | 11 |
| Docker | 17 | 16 | 13 |
| GitLab Community Edition | 10 | 15 | 14 |
| GitLab.com Free | 8 | 17 | 16 |
| GitLab | 23 | 33 | 18 |
| Loki | 19 | 21 | 21 |
| Datadog | 37 | 28 | 32 |