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AWS Amplify vs GitLab comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 7, 2025

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

AWS Amplify
Ranking in Release Automation
5th
Average Rating
7.4
Reviews Sentiment
7.4
Number of Reviews
7
Ranking in other categories
No ranking in other categories
GitLab
Ranking in Release Automation
2nd
Average Rating
8.4
Reviews Sentiment
7.1
Number of Reviews
85
Ranking in other categories
Application Security Tools (10th), Build Automation (1st), Static Application Security Testing (SAST) (7th), Rapid Application Development Software (11th), Software Composition Analysis (SCA) (5th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)
 

Mindshare comparison

As of July 2025, in the Release Automation category, the mindshare of AWS Amplify is 2.6%, up from 2.5% compared to the previous year. The mindshare of GitLab is 29.7%, down from 36.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Release Automation
 

Featured Reviews

Krishna Vishwakarma - PeerSpot reviewer
Has good documentation but takes time for a beginner to learn
The only tricky part I experienced was during the initial installation. I followed the documentation, but it wasn't working for some reason. I had to modify some local files in the CLI-generated folder to get it to work. I had to dig deep to find the issue, and it wasn't mentioned in the docs. So, some issues could be better highlighted in the AWS CLI documentation, which would help developers integrate other services more easily. AWS needs to improve its support.
Rohit Kesharwani - PeerSpot reviewer
Improved agility and time to market with CI/CD enhancements
The CI/CD pipelines in GitLab ( /products/gitlab-reviews ) are highly valuable. Another important feature is the single source of repository, allowing efficient repository management and source code management. GitLab provides manageability by allowing us to manage source code effectively through separate repositories. Additionally, GitLab enables the creation of individual CI/CD pipelines for each repository, making software more agile. By integrating GitLab as a DevOps platform, we have enhanced agility, improved our time to market, and different teams can work collaboratively on various projects.

Quotes from Members

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

Pros

"Typically, whenever we make changes and need to switch environments (e.g., dev to production), it's easy for our developers to maintain the state of each environment and make customizations as needed. They don't necessarily need to involve the cloud team for basic management."
"The only tricky part I experienced was during the initial installation. I followed the documentation, but it wasn't working for some reason. I had to modify some local files in the CLI-generated folder to get it to work. I had to dig deep to find the issue, and it wasn't mentioned in the docs. So, some issues could be better highlighted in the AWS CLI documentation, which would help developers integrate other services more easily. AWS needs to improve its support."
"The most valuable feature is user management, which includes authentication and authorization."
"The most valuable feature of AWS Amplify is authentication."
"I didn't host my application but have used their backend as a service. It was a complete package with authentication, AWS AppSync, DynamoDB, and GraphQL. AWS Amplify is great if you don't know backend development and don't want to struggle with other backend services like MongoDB. You don't have to worry about what backend language or database to use. If you're confused, enroll with AWS Amplify. I also recommend Google Firebase for similar purposes."
"One of the things I like best about AWS Amplify is its ease of use and strong integration with other AWS services, which enhances efficiency."
"The link with Figma is very nice. You can create your design in Figma, and then you can import it into AWS Amplify and use it. You can link it to your data source and data bindings."
"I recommend GitLab for DevOps engineers."
"The most valuable features of GitLab are the CI/CD pipeline and code management."
"The most valuable feature of GitLab is its convenience. I am able to trace back most of my changes up to a far distance in time and it helps me to analyze and see the older version of the code."
"GitLab's best features are maintenance, branch integration, and development infrastructure."
"GitLab offers a good interface for doing code reviews between two colleagues."
"CI/CD and GitLab scanning are the most valuable features."
"The important feature is the entire process of versioning source code maintenance and easy deployment. It is a necessity for the CI/CD pipeline."
"We like that we can create branches and then the branches can be reviewed and you can mesh those branches back. You can independently work with your own branch, you don't need to really control the core of other people."
 

Cons

"AWS Amplify can be improved in some areas, particularly in providing more robust documentation and easier customization options."
"I like AWS Amplify's documentation. It's comprehensive and includes many examples, so you don't need to ask for help much - you can refer to the docs. It's easy to use. I also appreciate the cost structure. You only pay for what you use. For example, if you use 100 GB, you're charged for that, but if you don't use it, you pay the maintenance cost."
"Its capability to handle big projects needs to be improved. If you generate a user interface in Figma and import everything where all components are in one directory, currently, it is complicated. It isn't able to cope with that. For small projects, it is not an issue, but if you have big projects and you want to use AWS Amplify, then it gets more difficult. That is the most important point for me. It should be improved to cope better with bigger projects."
"AWS can implement multiple web applications, and cross-platform applications, like iOS."
"I don't think there are major issues, but there is room for improvement in the UI/UX of AWS Amplify. The UI still needs to be more polished and user-friendly. It's currently a bit like drag-and-drop initially, but there should be more options to customize the UI based on our needs."
"AWS Amplify could improve in the deployment. It would be beneficial to have more methods, such as automation."
"The documentation needs improvement, as it is not user-friendly and can be challenging for novices."
"The solution should be more cloud-native and have more cloud-native capabilities and features."
"It is a little complex to set up the pipelines within the solution."
"As GitLab is not perfect, what needs improvement in the solution is the Wiki feature of the groups or the repertories because currently, it's not searchable by default. You'll need an indexing service such as Elasticsearch to make it searchable, and that requires too much work, so for me, it's the main feature that should be improved in GitLab. In the next version of the solution, from the top of my head, the documentation could be improved. Besides the Wiki, it would be good if there's documentation that would be automatically generated based on the code repository. In other words, there should be some tutorials from GitLab for developers in the next release."
"It would be really good if they integrated more features in application security."
"The initial setup was quite challenging because it takes some time to understand how to pull out or push the code."
"It should be used by a larger number of people. They should raise awareness."
"GitLab could consider introducing a code-scanning tool. Purchasing such tools from external markets can incur charges, which might not be favorable. Integrating these features into GitLab would streamline the pipeline and make it more convenient for users."
"GitLab's Windows version is yet not available and having this would be an improvement."
 

Pricing and Cost Advice

"When you're just starting, it is free. You have to pay only when you reach a certain amount of usage. I'm still at the early stage. So, I don't have to pay a lot. At the moment, it is not too expensive for me. It is worth the money."
"The pricing depends on what your use case is and whether you're an existing AWS customer. It's a pay-as-you-go model, so not expensive."
"In total, I believe we have more than 300 licenses spread over about 100 users, though I can't comment on the costs involved."
"GitLab's pricing is good compared to others on the market."
"The price is okay."
"The solution is based on a licensing model that includes technical support and is paid annually."
"We are using the open-source version."
"GitLab is highly priced for smaller teams, but it's okay if considering a user base of thousands."
"There are different licensing options available, including a free limited-user license."
"The solution is based on a subscription model and is reasonably priced."
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Top Industries

By visitors reading reviews
Computer Software Company
15%
Construction Company
9%
Financial Services Firm
9%
Manufacturing Company
6%
Financial Services Firm
14%
Computer Software Company
14%
Government
11%
Manufacturing Company
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

How to estimate whether using the AWS services is worthwhile for saving time and money for manufacturing at a retailer company?
Estimating the cost-effectiveness of using AWS services for manufacturing at a retailer company involves a comprehensive analysis. To make an informed decision, you should consider factors like the...
What do you like most about AWS Amplify?
Typically, whenever we make changes and need to switch environments (e.g., dev to production), it's easy for our developers to maintain the state of each environment and make customizations as need...
What is your experience regarding pricing and costs for AWS Amplify?
I find the pricing of AWS Amplify reasonable, considering the value it provides, although opinions may vary based on usage.
What do you like most about GitLab?
I find the features and version control history to be most valuable for our development workflow. These aspects provide us with a clear view of changes and help us manage requests efficiently.
What is your experience regarding pricing and costs for GitLab?
The pricing and cost are on par with other tools and are neither too expensive nor cheap.
What needs improvement with GitLab?
Regarding improvements, making task management is something that GitLab can potentially make easier, similar to what DevOps or Jira does.
 

Comparisons

 

Also Known As

No data available
Fuzzit
 

Overview

 

Sample Customers

Expedia, Intuit, Royal Dutch Shell, Brooks Brothers
1. NASA  2. IBM  3. Sony  4. Alibaba  5. CERN  6. Siemens  7. Volkswagen  8. ING  9. Ticketmaster  10. SpaceX  11. Adobe  12. Intuit  13. Autodesk  14. Rakuten  15. Unity Technologies  16. Pandora  17. Electronic Arts  18. Nordstrom  19. Verizon  20. Comcast  21. Philips  22. Deutsche Telekom  23. Orange  24. Fujitsu  25. Ericsson  26. Nokia  27. General Electric  28. Cisco  29. Accenture  30. Deloitte  31. PwC  32. KPMG
Find out what your peers are saying about AWS Amplify vs. GitLab and other solutions. Updated: July 2025.
862,624 professionals have used our research since 2012.