In DevOps Tools
인프라 자동화(IaC) 도구 추천해 줘
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 | Terraform | 24/24 | 93.1±2.7 |
| 2 | Pulumi | 23/24 | 67.7±4.6 |
| 3 | Ansible | 23/24 | 62.4±2.8 |
| 4 | OpenTofu | 11/24 | 55.1±4.0 |
| 5 | CDK | 11/24 | 37.2±1.7 |
| 6 | AWS CloudFormation | 16/24 | 35.9±11.4 |
| 7 | Azure Bicep | 6/24 | 18.9±10.8 |
| 8 | Crossplane | 5/24 | 13.6±6.0 |
| 9 | Google Cloud Infrastructure Manager | 2/24 | 7.2±7.2 |
| 10 | GCP Deployment Manager | 2/24 | 6.7±9.6 |
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 |
|---|---|---|---|
| blog.naver.comportal클릭에서 코드로, 인프라 자동화를 완성하는 IaC의 모든 것 | 1 | 3 |    3 surfaces |
| velog.ioportal[Terraform] IaC 코드형 인프라 | 2 | 2 |  3 surfaces |
| medium.comportalTerraform: 코드형 인프라 (IaC) | by Jinsung_guri - Medium | 1 | 1 | 2 surfaces |
| asecurity.devIaC (Infrastructure as Code) 이해하기 및 관련 도구들 | 1 | - | 1 surfaces |
| blog.cawcaw253.comTerraform vs Ansible 무엇을 사용할까? | cawcaw253 | - | - | 1 surfaces |
| blog.pswq.net[Cloud] Pulumi vs Terraform 비교: IaC 도구 선택 가이드 – 13년차의 서버실 | 1 | - | 1 surfaces |
| checkthat.aiBest Infrastructure as Code Tools 2026 | - | - |  1 surfaces |
| datawhalechina.github.ioIaC 코드형 인프라 기초 | Easy-Vibe 튜토리얼 | - | - | 1 surfaces |
| developer.hashicorp.comWhat is Terraform | Terraform | HashiCorp Developer | 1 | 1 |  1 surfaces |
| devopsschool.orgTop 10 Infrastructure as Code (2026) — Compared with Pros & Cons | - | - | 1 surfaces |
| docs.ansible.comAnsible Community | Ansible documentation | 1 | 1 | 1 surfaces |
| docs.aws.amazon.comshoppingAWS Cloud Development Kit Documentation | 2 | 1 | 1 surfaces |
14 more
Rank trend
Top 10 brands across editions. Five highlighted; the rest in gray.
| Brand | Oct 25, 2026 | Nov 1, 2026 | Nov 8, 2026 |
|---|---|---|---|
| Terraform | 1 | 1 | 1 |
| Pulumi | 2 | 2 | 2 |
| Ansible | 3 | 3 | 3 |
| OpenTofu | 4 | 4 | 4 |
| CDK | 5 | 5 | 5 |
| AWS CloudFormation | 6 | 6 | 6 |
| Azure Bicep | 7 | 7 | 7 |
| Crossplane | 14 | 8 | 8 |
| Google Cloud Infrastructure Manager | 13 | 14 | 9 |
| GCP Deployment Manager | 17 | 19 | 10 |
| Brand | Oct 25, 2026 | Nov 1, 2026 | Nov 8, 2026 |
|---|---|---|---|
| Terraform | 1 | 1 | 1 |
| Pulumi | 2 | 2 | 2 |
| Ansible | 3 | 3 | 3 |
| OpenTofu | 4 | 4 | 4 |
| CDK | 5 | 5 | 5 |
| AWS CloudFormation | 6 | 6 | 6 |
| Azure Bicep | 7 | 7 | 7 |
| Crossplane | 14 | 8 | 8 |
| Google Cloud Infrastructure Manager | 13 | 14 | 9 |
| GCP Deployment Manager | 17 | 19 | 10 |
| Chef | 8 | 9 | 13 |
| Puppet | 9 | 10 | 14 |
| SaltStack | 10 | 11 | 15 |