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Cloudcraft vs GitLab [Private Offer Only] comparison

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Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Cloudcraft
Ranking in AWS Marketplace
40th
Average Rating
9.6
Number of Reviews
2
Ranking in other categories
No ranking in other categories
GitLab [Private Offer Only]
Ranking in AWS Marketplace
422nd
Average Rating
8.6
Number of Reviews
7
Ranking in other categories
No ranking in other categories
 

Featured Reviews

PrinceKumar7 - PeerSpot reviewer
Cloud Engineer at a computer software company with 501-1,000 employees
Visual planning has transformed how our teams document aws architecture and estimate costs
The best features Cloudcraft offers include visual AWS architecture, the ability to create professional AWS diagrams quickly, significant time savings during solution design, cost estimation, and having estimated infrastructure costs directly within the architecture diagram. Cloudcraft also makes collaboration easier as architecture diagrams can be shared across infrastructure teams. AWS best practice visualization is there, encouraging better architecture design by making it easy to visualize high availability, multi-AZ deployment, public versus private subnets, and security layers. Creating architecture documentation that previously required several hours can now be completed much more quickly. Architecture design and documentation have had the biggest impact on my team. These are part of our day-to-day work that were time-consuming previously, and now they are easy to accomplish.
Anoop K Jayan - PeerSpot reviewer
Technical Lead at Bharat Sanchar Nigam Limited
AI-driven workflows have transformed our end-to-end development and collaboration processes
The built-in CI/CD integration in GitLab [Private Offer Only] is lacking. We are still depending on other packages. If GitLab [Private Offer Only] had some CI/CD integration internally, it would be beneficial. Because for CI/CD integration now, we are currently doing it with the direct server side. I think it is not that much integrated with the current scenarios of AI, that is AI agent-based or assistant-based coding patterns. Some more improvement is required in GitLab [Private Offer Only] for CI/CD integration along with AI platforms. AI integration is basically what we need, especially on the CI/CD side of GitLab [Private Offer Only]. The code assistant, such as a cloud code assistant, is making things with GitLab [Private Offer Only], but it is conventional. They are pulling the code and sending the thing. I think they can do some more integration, seamless integration with GitLab [Private Offer Only]. AI is consuming GitLab [Private Offer Only] with the older style. If AI were fully pluggable in GitLab [Private Offer Only], it would be beneficial. I think we could get some more time reduction, especially on the testing side and the code testing side.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"Cloudcraft is an amazing tool for this use case."
"Cloudcraft has positively impacted our organization as infrastructure documentation is more consistent and easier to maintain."
"GitLab [Private Offer Only] acts as a repository management tool where I can store all my codes, especially my source code, and it helps us to create our own pipelines, automate our jobs through CI/CD, configure our own servers, enhance security in our codes, and improve our performance."
"GitLab [Private Offer Only] is completely isolated from the internet, which allows us to have our own private repository since there is no need to share the source code."
"The best advantage of GitLab from my experience is that the community is very big, so you can find everything easily."
"The top feature that makes me use GitHub and GitLab [Private Offer Only] is that we can have CI/CD integrated, we can also maintain versions and get pull requests, and these things are also very easy to implement, which is why we use it."
"We have not faced any issues with GitLab [Private Offer Only]. It has been stable throughout our use."
"We reduced the four to five-month development time to four to five weeks, a maximum of one month, and we are getting that much throughput with the same employee strength."
"With GitLab [Private Offer Only], I think you can save on time to market because it is a good tool to handle different branch strategies and manage pipelines."
 

Cons

"I think Cloudcraft can be improved by possibly being a little less expensive."
"There are areas for improvement in Cloudcraft, such as more cloud service coverage and quicker support for new AWS services releases."
"There are disadvantages in GitLab [Private Offer Only]; we sometimes find challenges with lengthy CI/CD pipeline processes and the missing integration of AI, which, if implemented, could considerably speed up the deployment process."
"The built-in CI/CD integration in GitLab [Private Offer Only] is lacking. We are still depending on other packages."
"I would appreciate the benefits of the analytics features, but they are not available in our account or subscription plan."
"Unexpected delays happen often, although it has never failed us."
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915,383 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Construction Company
46%
Comms Service Provider
18%
Healthcare Company
7%
Outsourcing Company
4%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business2
Large Enterprise6
 

Questions from the Community

What is your experience regarding pricing and costs for Cloudcraft?
My experience with pricing, setup cost, and licensing is positive as Cloudcraft provides strong value to organizations requiring regulatory design documents and AWS architecture. I view the pricing...
What needs improvement with Cloudcraft?
There are areas for improvement in Cloudcraft, such as more cloud service coverage and quicker support for new AWS services releases. Real-time collaborative editing could be improved for larger in...
What is your primary use case for Cloudcraft?
As our AWS environment grew across multiple applications, accounts, and environments, maintaining architecture documentation became increasingly difficult. We started using Cloudcraft because the i...
What is your experience regarding pricing and costs for GitLab [Private Offer Only]?
I do not go into the details of GitLab [Private Offer Only]'s pricing because my PM takes care of it as part of project procurement, billing, and all, so it is not in my hands. However, with the te...
What needs improvement with GitLab [Private Offer Only]?
I have not explored that far with GitLab [Private Offer Only] because you mentioned project management. I have not used GitLab [Private Offer Only] or GitHub for project management. I think if you ...
What is your primary use case for GitLab [Private Offer Only]?
I am involved in automation testing. We have utilized GitLab [Private Offer Only]'s continuous integration feature because our automation code is in the CI/CD pipeline. We have implemented it via G...
 

Comparisons

No data available
No data available
 

Overview

Find out what your peers are saying about Cloudcraft vs. GitLab [Private Offer Only] and other solutions. Updated: September 2026.
915,383 professionals have used our research since 2012.