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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
6th
Average Rating
7.4
Reviews Sentiment
7.4
Number of Reviews
7
Ranking in other categories
Mobile Development Platforms (15th)
GitLab
Ranking in Release Automation
2nd
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
90
Ranking in other categories
Application Security Tools (9th), Build Automation (1st), Static Application Security Testing (SAST) (7th), Rapid Application Development Software (10th), Software Composition Analysis (SCA) (4th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)
 

Mindshare comparison

As of March 2026, in the Release Automation category, the mindshare of AWS Amplify is 1.7%, down from 2.2% compared to the previous year. The mindshare of GitLab is 29.7%, down from 35.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Release Automation Mindshare Distribution
ProductMindshare (%)
GitLab29.7%
AWS Amplify1.7%
Other68.6%
Release Automation
 

Featured Reviews

Shrihari Haridas - PeerSpot reviewer
DevOps Engineer at Burns & McDonnell
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.
BasilJiji - PeerSpot reviewer
System Engineer at a retailer with 10,001+ employees
Role-based workflows have transformed daily deployments and improve team collaboration
GitLab has role-based access control, so when a team member needs to make a code change, they cannot directly apply it to the environment but must put in a merge request. Once a senior reviews the code and approves it, then it is implemented across the environment, making it safer and allowing everyone to experience the process. The best features GitLab offers are version control and automation, which are the major things that stand out to me. When it comes to access, the login is very smooth, with just one login integrated with our Okta, allowing everyone to log in easily. Deployments become much easier, and that is how GitLab helps. The automation features make my work easier because we use a tool called AWX, which is connected to GitLab. Whenever we run a job on AWX, it directly checks the code and uses it. Since the code is not preserved locally but kept in the cloud, it is safe and nobody can tamper with it. When it comes to safety, that is a major thing. Automation features allow the code to be accessed from any tools we use, so the jobs we run are helping tremendously and doing their work perfectly. For pipeline tasks, we have created a significant amount of pipelines, which are all hosted in GitLab. Running the pipelines has become much easier, and they are doing a perfect job, helping tremendously in our day-to-day activities. GitLab has positively impacted my organization because previously we stored code locally on servers, leading to many risks. Since GitLab came into our environment, our integration and deployments became much easier, helping our work become much smoother. Improvements from GitLab have led to better team collaboration because when several people are working, they can all edit the code and submit it as a merge request, and once approved, it reflects directly to the main branch. Many can work at the same time. When it comes to deployments, deploying has become much faster since we started using GitLab, and even if errors occur, we can spot them easily and troubleshoot, which has helped tremendously.

Quotes from Members

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

Pros

"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."
"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."
"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."
"This is a scalable solution. We had around 200 users working with it."
"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 features of GitLab are the CI/CD pipeline and code management."
"The solution's most valuable feature is that it is compatible with GitHub. The product's integration capabilities are sufficient for our small company of 35 people."
"GitLab helps me save time and provide financial benefits, as keeping track of the updated version and the changes is money and time-saving."
"When a developer checks in code, it is automatically built and deployed, and automated test cases are also run. We have extensive integration with GitLab, which helps us with source code management. We run the static code analysis using SonarQube."
"It is very flexible and easy because you can store data on cloud."
"GitLab integrates well with other platforms."
 

Cons

"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."
"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."
"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 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."
"In my experience, GitLab is stable; however, sometimes it takes much time to start the runner and gets stuck in a pending situation, possibly due to traffic issues."
"GitLab should enhance its GitOps capability as they are currently using FluxCD, however, Argo CD is better and offers more features. GitLab should work on improving their user interface for GitOps as it is lagging behind."
"Merge conflicts and repository maintenance could improve. If there is someone new to the system they would not know if there is a conflict."
"I'm new to GitLab, so I would appreciate more documentation about the code and commands."
"We'd always like to see better pricing on the product."
"This solution could be improved by adding modifications such as slack notifications."
"We'd like to see better integration with the Atlassian ecosystem."
"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 based on a subscription model and is reasonably priced."
"On a scale of one to ten, where one is cheap, and ten is expensive, I rate the pricing a five out of ten."
"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."
"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."
"Regarding pricing, I would rate GitLab as moderately priced, maybe around a seven or eight out of ten. It could be more flexible for clients but generally offers good value."
"We are using the free version of GitLab."
"It seems reasonable. Our IT team manages the licenses."
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Top Industries

By visitors reading reviews
Construction Company
13%
Financial Services Firm
8%
Comms Service Provider
8%
Computer Software Company
8%
Financial Services Firm
14%
Manufacturing Company
11%
Computer Software Company
11%
Government
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise2
Large Enterprise1
By reviewers
Company SizeCount
Small Business36
Midsize Enterprise10
Large Enterprise46
 

Questions from the Community

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 needs improvement with AWS Amplify?
AWS Amplify can be improved in some areas, particularly in providing more robust documentation and easier customization options.
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 setup cost was moderate and not very high. For GitLab SaaS, the initial setup cost was minimal, while self-managed GitLab involved infrastructure, VM storage backups, runner configuration, and ...
What needs improvement with GitLab?
A pain point I have encountered with GitLab is that large GitLab-ci.yml files become hard to read and maintain. YAML syntax is strict, and errors are easy to make, while debugging pipeline logic ca...
 

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 2026.
884,873 professionals have used our research since 2012.