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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
8.6
Reviews Sentiment
7.2
Number of Reviews
82
Ranking in other categories
Application Security Tools (9th), Build Automation (1st), Static Application Security Testing (SAST) (7th), Rapid Application Development Software (12th), Software Composition Analysis (SCA) (5th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (3rd)
 

Mindshare comparison

As of April 2025, in the Release Automation category, the mindshare of AWS Amplify is 2.3%, down from 3.2% compared to the previous year. The mindshare of GitLab is 33.9%, up from 33.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Release Automation
 

Featured Reviews

Shrihari Haridas - PeerSpot reviewer
Amplify CLI acts as a single source of truth
The Amplify CLI acts as a single source of truth. You install the SDK from there, and using the Amplify API, you can talk to and manage AWS services directly from your code. You don't need to go to the GUI and click through menus - everything is manageable through the Amplify API at the code level. AWS Amplify integrates seamlessly with other services through AWS CloudFormation. Amplify first connects to the cloud for me. Whenever we write down the SDK, it's managed by CloudFormation. CloudFormation still happens on our cloud for your application because everything is updated with the help of cloud automation. Anything we need to change, we just add it to Amplify, and Amplify triggers the CloudFormation templates. Then it logs permission, updates the whole thing, or whatever you need it to ask.
Gaurav Chandel - PeerSpot reviewer
Boosted productivity with automated pipelines and seamless collaboration
There are some challenges with repository file management as GitLab may struggle to manage larger files. Improvements could be made regarding size management and file partitioning. Also, the UI has remained the same for a couple of years and could benefit from an update with AI features and better customization.

Quotes from Members

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

Pros

"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 of AWS Amplify is authentication."
"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."
"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."
"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 most valuable feature is user management, which includes authentication and authorization."
"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."
"I have found the most valuable feature is security control. I also like the branching and cloning software."
"I like GitLab from the CI/CD perspective. It is much easier to set up CI/CD and then integrate with other tools."
"We use the Git repository and tagging feature. We are a product-based company and use this solution to move to a forward or backward tag."
"I like that you can use GitLab as a double-sided solution for both DevOps and version management. It's a good product for working in these two areas, and the user interface makes it easy to understand."
"The most valuable feature of GitLab is the automatic merging of code."
"Everything is easy to configure and easy to work with."
"I have found the most valuable features of GitLab are the GitClone, GitPush, GitPull, GitMatch, GitMit, GitCommit, and GitStatus."
"GitLab's best features are continuous integration and fast deployment."
 

Cons

"The documentation needs improvement, as it is not user-friendly and can be challenging for novices."
"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."
"AWS Amplify can be improved in some areas, particularly in providing more robust documentation and easier customization options."
"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."
"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."
"There was a problem with the build environment when we were looking at developing iOS applications. iOS build require Mac machines and there are no Mac machines provided by GitLab in their cloud. So to build for mobile iOS application, we needed to use our own Mac machine within our own infrastructure. If GitLab were to provide a feature such that an iOS application could also be built through GitLab directly, that would be great."
"The licensing model could be improved to be more accommodating in terms of user numbers and costs."
"I would like to see security increased in the future. A secure environment is very important."
"There are missing search features, particularly when searching repositories or applying filters. Additionally, I have encountered issues with the deployment of CI/CD pipelines, especially dealing with variable environments."
"I used Spring Cloud config and to connect that to GitLab was so hard."
"It can be free for commercial use."
"It has fewer options, and its UI is not so user-friendly."
"GitLab can improve its user interface to make conflict resolution more user-friendly."
 

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."
"The solution is free."
"I'm not aware of the licensing costs because those were covered by the customer."
"There are different licensing options available, including a free limited-user license."
"In terms of the pricing for GitLab, on a scale of one to five, with one being expensive and five being cheap, I'm rating pricing for the solution a four. It could still be cheaper because right now, my company has a small team, and sometimes it's difficult to use a paid product for a small team. You'd hope the team will grow and scale, but currently, you're paying a high license fee for a small team. I'm referring to the GitLab license that has premium features and will give you all features. This can be a problem for management to approve the high price of the license for a team this small."
"On a scale of one to ten, where one is cheap, and ten is expensive, I rate the pricing a five out of ten."
"We are currently using the open-source version."
"GitLab is an open-source solution."
"The open-source version is very good and the commercial version is reasonably priced."
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Top Industries

By visitors reading reviews
Computer Software Company
12%
Comms Service Provider
10%
Manufacturing Company
9%
Financial Services Firm
9%
Educational Organization
26%
Financial Services Firm
12%
Computer Software Company
12%
Manufacturing Company
8%
 

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 of GitLab is reasonable, aligning with what I consider to be average compared to competitors.
What needs improvement with GitLab?
Certain features in Jira are not available in GitLab, such as the functionality to have weights at the milestone and epic levels. Hopefully, these features will be resolved with work items in GitLa...
 

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: April 2025.
845,564 professionals have used our research since 2012.