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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."
"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 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."
"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."
"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 features of GitLab are ease of use and highly intuitive UI and performance."
"The most important features of GitLab for us are issue management and all the CI/CD tools. Another aspect that I love about GitLab is the UI."
"The solution makes the CI/CD pipelines easy to execute."
"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."
"GitLab's source control is excellent."
"We use GitLab in the new project for CI/CD, integration, and deployment."
"It scales well."
"It's a great toolbox where the CI/CD pipeline is the fundamental component, but there are so many other features that you can pull from, which makes it a very powerful tool. My current client is using AWS, and they can, of course, use AWS CodePipeline, but GitLab is much more mature than that, and it also gives you the freedom to decide to go to another platform or have a multi-cloud strategy and things like that. That freedom for me is also very valuable."
 

Cons

"AWS Amplify could improve in the deployment. It would be beneficial to have more methods, such as automation."
"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."
"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."
"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 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."
"AWS Amplify can be improved in some areas, particularly in providing more robust documentation and easier customization options."
"GitLab can improve its user interface to make conflict resolution more user-friendly."
"The price of GitLab could improve, it is high."
"We have only seen a couple of issues on Gitlab, which we use for building some of the applications."
"We would like to generate document pages from the sources."
"The solution could improve by providing more integration into the CI/CD pipeline, an autocomplete search tool, and more supporting documentation."
"Expand features to match other tools such as a static code analysis tool so third-party integrations are not required."
"While GitLab is a great tool for developers, it lacks project planner features. Roadmaps and Gantt charts in GitLab are not as advanced as in Jira, and changing start and end dates is more laborious in GitLab."
"It would be really good if they integrated more features in application security."
 

Pricing and Cost Advice

"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."
"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 solution is free."
"I'm not sure if they have some kind of discount. I've been negotiating with them on prices before, and I believe they weren't too happy to give discounts, but list prices are $19 per user, per month for Premium and $99 per user, per month for Ultimate. So, the difference between Premium and Ultimate is a bit bigger, and in most companies, you need to build some type of business case."
"Its price is fine. It is on the cheaper side and not expensive. You have to pay additionally for GitLab CI/CD minutes. Initially, we used the free version. When we ran out of GitLab minutes, we migrated to the paid version."
"As I work in a vast enterprise, I'm unsure about the licensing cost for GitLab. It's the management team that takes care of that."
"GitLab is a free solution to use."
"I'm not aware of the licensing costs because those were covered by the customer."
"The solution's standard license is paid annually. They have changed the pricing model and it used to be better. There is a free version available."
"We are using the open-source version."
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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
11%
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: March 2025.
842,767 professionals have used our research since 2012.