--- title: AWS CloudFormation Reviews meta\_title: 'AWS CloudFormation Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 214 reviews by the users' company size, role or industry to find out how AWS CloudFormation works for a business like yours. aggregate\_rating: rating\_value: 4.4 review\_count: 214 scale: '5' date\_modified: '2026-08-09' parent\_category: name: CI/CD Tools url: https://www.g2.com/categories/ci-cd-tools ---

### AWS CloudFormation Pros and Cons: Top 5 Advantages and Disadvantages

#### Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users appreciate the **automation efficiency** of AWS CloudFormation, allowing easy deployment and management of infrastructure as code. [(7 mentions)](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900404&qs=pros-and-cons#reviews)

Users appreciate the **ease of Infrastructure Automation** with AWS CloudFormation, streamlining deployment and integration processes. [(7 mentions)](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900480&qs=pros-and-cons#reviews)

Users appreciate the **ease of use** of AWS CloudFormation, benefiting from simple setup and streamlined resource management. [(6 mentions)](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900110&qs=pros-and-cons#reviews)

Users find **efficiency** in AWS CloudFormation's easy implementation of Infrastructure as Code for managing resources seamlessly. [(5 mentions)](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900395&qs=pros-and-cons#reviews)

Users appreciate the **automation ease** of AWS CloudFormation, simplifying resource management and reducing human error. [(4 mentions)](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900152&qs=pros-and-cons#reviews)

Users find that the **template complexity** in AWS CloudFormation makes debugging and management challenging and time-consuming. [(6 mentions)](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900443&qs=pros-and-cons#reviews)

Users find the **learning difficulty** significant, particularly for beginners trying to grasp complex concepts and templates. [(4 mentions)](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900019&qs=pros-and-cons#reviews)

Users highlight the **limited cloud support** of AWS CloudFormation, complicating multi-cloud integration and template management. [(4 mentions)](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900377&qs=pros-and-cons#reviews)

Users find the **understanding difficulty** challenging, particularly with concepts like rollback and template complexities. [(3 mentions)](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900411&qs=pros-and-cons#reviews)

Users find the **complex setup** of AWS CloudFormation challenging, particularly with large templates and debugging errors. [(2 mentions)](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=2035278&qs=pros-and-cons#reviews)

### 5 Pros or Advantages of AWS CloudFormation

##### 1. Automation Efficiency

Users appreciate the **automation efficiency** of AWS CloudFormation, allowing easy deployment and management of infrastructure as code.
[
See 7 mentions
](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900404&qs=pros-and-cons#reviews)

See Related User Reviews

 ![David Robert L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "David Robert L.")
DL

David Robert L.

Small-Business (50 or fewer emp.)

4.0/5

"A delightful cloud infrastructure tool"

What do you like about AWS CloudFormation?

I can run queries for my stack straight from my terminal, provision, update and delete resources. It allows easy deployment of 'Infrastructure as Code

DC

Dave C.

Enterprise (\> 1000 emp.)

4.0/5

"Effortless AWS Infrastructure Management with Code"

What do you like about AWS CloudFormation?

Managing infrastructure in the AWS cloud environment has become much simpler with the use of code. We no longer rely on manually built virtual machine

##### 2. Infrastructure Automation

Users appreciate the **ease of Infrastructure Automation** with AWS CloudFormation, streamlining deployment and integration processes.
[
See 7 mentions
](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900480&qs=pros-and-cons#reviews)

See Related User Reviews

 ![David Robert L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "David Robert L.")
DL

David Robert L.

Small-Business (50 or fewer emp.)

4.0/5

"A delightful cloud infrastructure tool"

What do you like about AWS CloudFormation?

I can run queries for my stack straight from my terminal, provision, update and delete resources. It allows easy deployment of 'Infrastructure as Code

DC

Dave C.

Enterprise (\> 1000 emp.)

4.0/5

"Effortless AWS Infrastructure Management with Code"

What do you like about AWS CloudFormation?

Managing infrastructure in the AWS cloud environment has become much simpler with the use of code. We no longer rely on manually built virtual machine

##### 3. Ease of Use

Users appreciate the **ease of use** of AWS CloudFormation, benefiting from simple setup and streamlined resource management.
[
See 6 mentions
](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900110&qs=pros-and-cons#reviews)

See Related User Reviews

 ![David Robert L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "David Robert L.")
DL

David Robert L.

Small-Business (50 or fewer emp.)

4.0/5

"A delightful cloud infrastructure tool"

What do you like about AWS CloudFormation?

I can run queries for my stack straight from my terminal, provision, update and delete resources. It allows easy deployment of 'Infrastructure as Code

 ![Sumit C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sumit C.")
SC

Sumit C.

Enterprise (\> 1000 emp.)

5.0/5

"Effortless Setup and Configuration—No Complaints So Far"

What do you like about AWS CloudFormation?

Easy setup and initial configuration with no complex steps.

##### 4. Efficiency

Users find **efficiency** in AWS CloudFormation's easy implementation of Infrastructure as Code for managing resources seamlessly.
[
See 5 mentions
](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900395&qs=pros-and-cons#reviews)

See Related User Reviews

DC

Dave C.

Enterprise (\> 1000 emp.)

4.0/5

"Effortless AWS Infrastructure Management with Code"

What do you like about AWS CloudFormation?

Managing infrastructure in the AWS cloud environment has become much simpler with the use of code. We no longer rely on manually built virtual machine

 ![Praveen K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Praveen K.")
PK

Praveen K.

Enterprise (\> 1000 emp.)

4.5/5

"Powerful and Scalable Infrastructure as Code service"

What do you like about AWS CloudFormation?

AWS CloudFormation is a powerful Infrastructure as Code service which allows developers and system administrators to define and provision infrastructu

##### 5. Automation

Users appreciate the **automation ease** of AWS CloudFormation, simplifying resource management and reducing human error.
[
See 4 mentions
](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900152&qs=pros-and-cons#reviews)

See Related User Reviews

 ![Yogesh J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Yogesh J.")
YJ

Yogesh J.

Mid-Market (51-1000 emp.)

5.0/5

"AWS CloudFormation review"

What do you like about AWS CloudFormation?

I like that AWS CFmakes it easy to setup and manage cloud res. ources automatically. You can define everything in one template and it handles creating

 ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User")
U

Verified User

Mid-Market (51-1000 emp.)

4.0/5

"streamlined infrastructure as code with little room for some improvements"

What do you like about AWS CloudFormation?

Ability to automate and standardize infra deployment using code. The declarative approach ensures consistencey across environments. Seamless integrati

### 5 Cons or Disadvantages of AWS CloudFormation

##### 1. Template Complexity

Users find that the **template complexity** in AWS CloudFormation makes debugging and management challenging and time-consuming.
[
See 6 mentions
](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900443&qs=pros-and-cons#reviews)

See Related User Reviews

 ![David Robert L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "David Robert L.")
DL

David Robert L.

Small-Business (50 or fewer emp.)

4.0/5

"A delightful cloud infrastructure tool"

What do you dislike about AWS CloudFormation?

Debugging templates that rely on yaml and the configurations in toml can be difficult and time consuming, not to mention handling rollbacks. This is t

 ![Praveen K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Praveen K.")
PK

Praveen K.

Enterprise (\> 1000 emp.)

4.5/5

"Powerful and Scalable Infrastructure as Code service"

What do you dislike about AWS CloudFormation?

Templates can become complex over time and hard to manage without the right skill set. Debugging the templates can be difficult and time consuming. It

##### 2. Learning Difficulty

Users find the **learning difficulty** significant, particularly for beginners trying to grasp complex concepts and templates.
[
See 4 mentions
](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900019&qs=pros-and-cons#reviews)

See Related User Reviews

DC

Dave C.

Enterprise (\> 1000 emp.)

4.0/5

"Effortless AWS Infrastructure Management with Code"

What do you dislike about AWS CloudFormation?

There is a steep learning curve before you can reach the point of deploying something like EC2 instances.

 ![Sajid S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sajid S.")
SS

Sajid S.

Enterprise (\> 1000 emp.)

3.5/5

"AWS CloudFormation Simplifies and Speeds Up Infrastructure Automation"

What do you dislike about AWS CloudFormation?

One thing I find challenging about AWS CloudFormation is that templates can become complex for large infrastructures, making them hard to read and man

##### 3. Limited Cloud Support

Users highlight the **limited cloud support** of AWS CloudFormation, complicating multi-cloud integration and template management.
[
See 4 mentions
](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900377&qs=pros-and-cons#reviews)

See Related User Reviews

 ![Praveen K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Praveen K.")
PK

Praveen K.

Enterprise (\> 1000 emp.)

4.5/5

"Powerful and Scalable Infrastructure as Code service"

What do you dislike about AWS CloudFormation?

Templates can become complex over time and hard to manage without the right skill set. Debugging the templates can be difficult and time consuming. It

 ![Diego H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Diego H.")
DH

Diego H.

Mid-Market (51-1000 emp.)

4.5/5

"AWS CloudFormation The Future Of Coding Infrastructure."

What do you dislike about AWS CloudFormation?

The aspect I find least helpful or most frustrating about AWS CloudFormation is the limited availability of resources when it comes to structuring cod

##### 4. Understanding Difficulty

Users find the **understanding difficulty** challenging, particularly with concepts like rollback and template complexities.
[
See 3 mentions
](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=1900411&qs=pros-and-cons#reviews)

See Related User Reviews

DC

Dave C.

Enterprise (\> 1000 emp.)

4.0/5

"Effortless AWS Infrastructure Management with Code"

What do you dislike about AWS CloudFormation?

There is a steep learning curve before you can reach the point of deploying something like EC2 instances.

 ![Nidhi G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Nidhi G.")
NG

Nidhi G.

Mid-Market (51-1000 emp.)

4.0/5

"Automate the AWS resources creation with cloudformation"

What do you dislike about AWS CloudFormation?

It is hard to understand for beginners especially rollback,etc. concepts.

##### 5. Complex Setup

Users find the **complex setup** of AWS CloudFormation challenging, particularly with large templates and debugging errors.
[
See 2 mentions
](https://www.g2.com/products/aws-aws-cloudformation/reviews?filters%5Bsentiment_snippet%5D=2035278&qs=pros-and-cons#reviews)

See Related User Reviews

 ![Sajid S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sajid S.")
SS

Sajid S.

Enterprise (\> 1000 emp.)

3.5/5

"AWS CloudFormation Simplifies and Speeds Up Infrastructure Automation"

What do you dislike about AWS CloudFormation?

One thing I find challenging about AWS CloudFormation is that templates can become complex for large infrastructures, making them hard to read and man

 ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User")
U

Verified User

Mid-Market (51-1000 emp.)

4.0/5

"streamlined infrastructure as code with little room for some improvements"

What do you dislike about AWS CloudFormation?

Complexity of debugging failed stack deployments. Writing large and complex templates in YAML

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 ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services")
UI

Verified User in Information Technology and Services

Small-Business (50 or fewer emp.)

9/5/2023

"Very good IaaC service"

2.5/5

What do you like best about AWS CloudFormation?

Very easy to use, I really like the UI and the designer feature. It also gives us the possibility to safely update stacks lifecycle. Review collected by and hosted on G2.com.

What do you dislike about AWS CloudFormation?

There's pretty much nothing that I dislike about AWS CloudFormation. Review collected by and hosted on G2.com.

What problems is AWS CloudFormation solving and how is that benefiting you?

Easily replicate different environnement using variables. Review collected by and hosted on G2.com.

Show More

Current UserValidated ReviewerIncentivizedSource: G2 invite

SC

Srijan C.

Enterprise (\> 1000 emp.)

10/9/2023

"It was really good"

4.5/5

What do you like best about AWS CloudFormation?

The performance of the process is quick. Review collected by and hosted on G2.com.

What do you dislike about AWS CloudFormation?

The complex syntax make it difficult for beginners to understand. Review collected by and hosted on G2.com.

What problems is AWS CloudFormation solving and how is that benefiting you?

Easy of implementation of ideas. Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 invite

 ![Rahul S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rahul S.")
RS

Rahul S.

Devops engineer

Construction

Mid-Market (51-1000 emp.)

3/27/2023

"Best IaaC for AWS"

5/5

What do you like best about AWS CloudFormation?

Doing manual efforts to create sevices/resources was very time consuming & prone to errors. To automate all this things, cloudformation comes in picture, if you are AWS Cloud user. It has very good documentation, that all we need as a beginner. Review collected by and hosted on G2.com.

What do you dislike about AWS CloudFormation?

It uses yaml files to make our work simple, also strictly follow indentation, so sometime writing file becomes over head, but once we write the file, it makes everything simpler. Job becomes easy! Review collected by and hosted on G2.com.

What problems is AWS CloudFormation solving and how is that benefiting you?

We are just using cloudformation to automate manual efforts to create same thing again and again manually, it saves time and any manual efforts error. And also we are using AWS, so it becomes cloud native solution for us. Review collected by and hosted on G2.com.

Show More

6/8/2024
Validated ReviewerSource: Organic

 ![aswath k.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "aswath k.")
AK

aswath k.

System Administrator

Mid-Market (51-1000 emp.)

4/18/2023

"Awesome AWS Cloud Formation"

4/5

What do you like best about AWS CloudFormation?

Easy to create AWS resource with single piece of code. Able to automate creation of AWS resources for different environments in a project. This eliminate error done manually by operations Review collected by and hosted on G2.com.

What do you dislike about AWS CloudFormation?

Only available for AWS resource, Debugging cloudfromation is little bit tough because of no proper integration with IDE Review collected by and hosted on G2.com.

What problems is AWS CloudFormation solving and how is that benefiting you?

It help us to automate different env say testing env, staging env and production env. So it is very easy for us to create automated testing with Ci integration. Review collected by and hosted on G2.com.

Show More

Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 Icon
10/18/2023
Validated ReviewerIncentivizedSource: G2 invite

 ![Saketh K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Saketh K.")
SK

Saketh K.

Data Engineer

Mid-Market (51-1000 emp.)

1/20/2023

"Deploying AWS Lambda automatically using CloudFormation"

4.5/5

What do you like best about AWS CloudFormation?

Ability to automate the process of deploying Lambda into AWS cloud, which helps in CI/CD; we can download the sample template file from AWS console to start with, atleast for Lambda Review collected by and hosted on G2.com.

What do you dislike about AWS CloudFormation?

The documentation can be improved. For example consider a usecase where we want to schedule Lambda. We have documentation, but there are multiple ways of doing this (integrating Lambda with Events in template.yaml) and I don't think all ways are documented at a single place. Review collected by and hosted on G2.com.

What problems is AWS CloudFormation solving and how is that benefiting you?

We frequently update our source code for Lambda functions, and push changes to git; we have a requirement of deploying Lambda on the go instead of manually opening AWS console & uploading a ZIP; CloudFormation is handy for this use case. Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 invite

 ![Yusuf D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Yusuf D.")
YD

Yusuf D.

IT Lead

Small-Business (50 or fewer emp.)

2/9/2023

"One of the best features of AWS to mange the Infra"

3.5/5

What do you like best about AWS CloudFormation?

As its part of AWS, It easy to mange and troubleshoot and getting support from AWS.The best part is you get pre-defined template and its supporrt both Yaml and Json.You can create a an entire infrastructure with just one file. Review collected by and hosted on G2.com.

What do you dislike about AWS CloudFormation?

Not easy to start working on it.Some service are not supported.Use cases and documents need to be more understandable. Review collected by and hosted on G2.com.

What problems is AWS CloudFormation solving and how is that benefiting you?

Help me to deploy the infrastructure without any hassle and save time by skipping the manual configure on each services.Able to manage most of the service by it. Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 invite

 ![Josh B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Josh B.")
JB

Josh B.

S

Small-Business (50 or fewer emp.)

1/17/2023

"AWS CloudFormation works well for our organization"

5/5

What do you like best about AWS CloudFormation?

We can leverage CloudFormation templates for provisioning our infrastructure. These templates can be reused or modified as needed. Review collected by and hosted on G2.com.

What do you dislike about AWS CloudFormation?

There are other options like Pulumi and TerraForm that provide additional features and options that we'd like to leverage at times. Review collected by and hosted on G2.com.

What problems is AWS CloudFormation solving and how is that benefiting you?

AWS CloudFormation allows for reproducible infrastructure and consistency. Review collected by and hosted on G2.com.

Show More

1/20/2025
Current UserValidated ReviewerIncentivizedSource: G2 invite

 ![Airin J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Airin J.")
AJ

Airin J.

Technology Analyst

Small-Business (50 or fewer emp.)

12/21/2022

Business partner of the seller or seller's competitor, not included in G2 scores.

"The best AWS feature for integrating third party Apps"

4/5

What do you like best about AWS CloudFormation?

The complete automation tool, we have automated our environment with this tool and integrated with other third party applications. High scalable and secure for infrastructure. Review collected by and hosted on G2.com.

What do you dislike about AWS CloudFormation?

This tool is limited to AWS platform level infra only, can't use it for server internal configurations purposes or hybrid cloud. The charges are little higher. When it is consider for new establishments. Review collected by and hosted on G2.com.

What problems is AWS CloudFormation solving and how is that benefiting you?

The automation of our infrastructure is the most important part for me. And the scalability and other applications integration really worth for us. The tool really benefited for us. Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 invite

 ![Verified User in Online Media](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Online Media")
IO

Verified User in Online Media

Mid-Market (51-1000 emp.)

4/11/2023

"A pleasant experience using AWS cloud formation!"

5/5

What do you like best about AWS CloudFormation?

It is a helpful resource to get an insight on all the tasks and helps manage them to get completed. Creating and deleting of tasks is a more easy process as it gives a centralised navigation. Review collected by and hosted on G2.com.

What do you dislike about AWS CloudFormation?

Nothing to dislike that I have experienced so far. Review collected by and hosted on G2.com.

What problems is AWS CloudFormation solving and how is that benefiting you?

It helped manage our entire cloud footprint along with security. The scheduler is one of the key factors that helps Excel this tool. Automation and integration is super easy. Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 invite

 ![Alex P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Alex P.")
AP

Alex P.

DevOps engineer

Enterprise (\> 1000 emp.)

2/5/2023

"Good standard tool for AWS"

3/5

What do you like best about AWS CloudFormation?

It's the simplest way to deploy or manage AWS infrastructure resources in your infra as a code. It's built into AWS, and you do not have to do much in order to make it work. The modular design of it lets to write simple logic Review collected by and hosted on G2.com.

What do you dislike about AWS CloudFormation?

Size limits, difficult to implement non usual, production logic, almost zero modularization, bad community support and pretty poor documentation Review collected by and hosted on G2.com.

What problems is AWS CloudFormation solving and how is that benefiting you?

Infrastructure as a code Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 invite

##### Categories on G2

[Cloud Infrastructure Automation](https://www.g2.com/categories/cloud-infrastructure-automation)

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