AWS Amplify vs GitLab comparison

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AWS Amplify

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Executive SummaryUpdated on Jan 7, 2025

GitLab and AWS Amplify are key competitors in the DevOps and cloud services landscape, each with distinct strengths. GitLab holds an advantage with its comprehensive development platform, offering robust CI/CD pipelines, whereas AWS Amplify is favorable for those fully immersed in AWS, excelling in cloud integration.

Features: GitLab integrates issue tracking, agile planning tools, and advanced CI/CD capabilities. AWS Amplify provides advanced cloud integration, real-time data, and storage management, enhancing its suitability for AWS-centric infrastructures.

Room for Improvement: GitLab could enhance its security features and provide more advanced analytics tools. Improved scalability options and deeper third-party integrations could benefit AWS Amplify. GitLab might expand its cloud service integrations, while Amplify could further market its services outside the AWS ecosystem.

Ease of Deployment and Customer Service: GitLab supports easy deployment with Docker and Kubernetes integration, supported by community-driven resources and extensive documentation. AWS Amplify offers seamless cloud deployment with 24/7 customer support for enterprise-level service.

Pricing and ROI: GitLab presents flexible pricing with a free tier, maximizing ROI for full DevOps needs. AWS Amplify's pricing is aligned with AWS usage, delivering effective ROI for businesses engaged with AWS due to its cost-effectiveness and scalability.

To learn more, read our detailed AWS Amplify vs. GitLab Report (Updated: September 2025).

AWS Amplify vs. GitLab

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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

Ranking in other categories

No ranking in other categories

GitLab

Ranking in Release Automation

2nd

Average Rating

8.4

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Application Security Tools (11th), 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 September 2025, in the Release Automation category, the mindshare of AWS Amplify is 2.2%, down from 2.3% compared to the previous year. The mindshare of GitLab is 29.0%, down from 37.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Release Automation Market Share Distribution
Product	Market Share (%)
GitLab	29.0%
AWS Amplify	2.2%
Other	68.8%

Release Automation

Featured Reviews

Shrihari Haridas

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.

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Rohit Kesharwani

Manager, Engineering at 7-Eleven

Improved agility and time to market with CI/CD enhancements

The CI/CD pipelines in GitLab 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.

Read full review

Quotes from Members

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

Pros

"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 most valuable feature is user management, which includes authentication and authorization."

"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."

"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."

"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 of AWS Amplify is authentication."

"CI/CD is very good. The version control system is also good. These are the two features that we use."

"GitLab's best features are maintenance, branch integration, and development infrastructure."

"The solution's most valuable features are pipelines."

"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."

"We're only using the basic features of GitLab and haven't used any advanced features. The solution works fine, so that's what we like about GitLab. We're party using GitHub and GitLab. We have a GitHub server, while we use GitLab locally or only within our team, and it works okay. We don't have any significant problems with the solution. We also found the straightforward setup, stability, and scalability of GitLab valuable."

"The most valuable functionality of GitLab, for me, is the DevOps. Besides the normal source control based on Git, I find the Auto DevOps features most important in the solution."

"This is a scalable solution. We had around 200 users working with it."

"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."

More GitLab pros

Cons

"AWS Amplify could improve in the deployment. It would be beneficial to have more methods, such as automation."

"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 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."

"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."

"GitLab doesn't have AWS integration. It would be better to have integration with other container management environments beyond Kubernetes. It has very good integration with Kubernetes, but it doesn't have good integration with, for example, AWS, ETS, etc."

"Their RBAC is role-based access, which is fine but not very good."

"You need to have a good knowledge of the product in order to use it."

"In the free version, when a merge request is raised, there is no way to enforce certain rules. We can't enforce that this merge request must be reviewed or approved by two or three people in the team before it is pushed to the master branch. That's why we are exploring using some agents."

"GitLab could add a plugin to integrate with Kubernetes stuff."

"It would be really good if they integrated more features in application security."

"The integration could be slightly better."

"I would like configuration of a YML file to be done via UI rather than a code file."

More GitLab cons

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."

"It seems reasonable. Our IT team manages the licenses."

"The solution is free."

"In total, I believe we have more than 300 licenses spread over about 100 users, though I can't comment on the costs involved."

"The price is okay."

"We are using the open-source version."

"This product is not very expensive but the price can be better."

"The open-source version is very good and the commercial version is reasonably priced."

"GitLab is comparatively expensive, but it provides value because it's feature-rich."

More GitLab pricing and cost advice

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Top Industries

By visitors reading reviews

Computer Software Company

10%

Financial Services Firm

10%

Construction Company

Comms Service Provider

Financial Services Firm

14%

Computer Software Company

13%

Government

11%

Manufacturing Company

10%

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	35
Midsize Enterprise	9
Large Enterprise	42

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.

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Product Reports

AWS Amplify

Download AWS Amplify product report

Download GitLab product report

Also Known As

No data available

Fuzzit

Overview

AWS Amplify is a set of purpose-built tools and features that lets frontend web and mobile developers quickly and easily build full-stack applications on AWS, with the flexibility to leverage the breadth of AWS services as your use cases evolve. With Amplify, you can configure a web or mobile app backend, connect your app in minutes, visually build a web frontend UI, and easily manage app content outside the AWS console. Ship faster and scale effortlessly—with no cloud expertise needed.

Amazon Web Services (AWS)

GitLab offers a secure and user-friendly platform for CI/CD pipeline management, code repository control, and collaboration, enhancing development speed and efficiency. It facilitates automation with extensive customization and tool integration, ideal for DevOps processes.

GitLab supports source code management, version control, and collaborative development. It's frequently used in CI/CD processes to automate builds and deployments while integrating DevOps practices. GitLab allows companies to manage repositories, automate pipelines, conduct code reviews, and maintain development lifecycles. The platform supports infrastructure and configuration management, enabling efficient code collaboration, deployment automation, and comprehensive repository handling. Many organizations commit and deploy developed code using GitLab's capabilities.

What are GitLab's most valuable features?

CI/CD Pipeline Management: Streamlines development through automated testing and deployment.
User-Friendly Interface: Ensures ease of collaboration and task automation.
Code Merging and Branching: Facilitates smooth code integration and version control.
Security Platform: Provides strong security features for safe development.
Tool Integration: Enhances functionality with diverse tool integration.

What benefits should users evaluate?

Development Speed: Accelerates processes through automation.
Collaboration Ease: Simplifies team interactions and workflow.
Customization Options: Offers extensive personalization for specific needs.
Comprehensive Documentation: Provides detailed guidance for users.
Secure Platform: Maintains integrity with robust security features.

In specific industries, GitLab serves as a backbone for source code management and CI/CD implementation. Companies leverage its capabilities for infrastructure management and deployment automation, thus streamlining project delivery timelines. Its ability to handle configuration management and code repositories effectively aids in maintaining development lifecycles, making it a preferred choice for organizations committed to enhancing their DevOps practices.

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

AWS Amplify vs. GitLab