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: March 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

8.6

Reviews Sentiment

7.2

Number of Reviews

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

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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Gaurav Chandel

AWS DevOps/ Site Reliability Engineer at Tata Consultancy

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.

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Quotes from Members

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

Pros

"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 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."

"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 most valuable feature of AWS Amplify is authentication."

"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 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."

"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."

"GitLab's best features are continuous integration and fast deployment."

"The CI/CD pipeline with Helm has significantly improved deployment speed and efficiency."

"The tool helps to integrate CI/CD pipeline deployments. It is very easy to learn. Its security model is good."

"They incorporate new features every September, and they have introduced their own code editor and AI features."

"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 has better support, and its features are superior compared to Jenkins."

"The merging feature makes it easy later on for the deployment."

More GitLab pros

Cons

"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 can be improved in some areas, particularly in providing more robust documentation and easier customization options."

"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 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."

"The only thing our company is really waiting on in terms of features is the development of metrics."

"The price of GitLab could improve, it is high."

"It can be free for commercial use."

"I would like to see AI support in GitLab."

"For as long as I have used GitLab, I haven't encountered any major limitations. However, I think that perhaps the search functionality could be better."

"Merge conflicts and repository maintenance could improve. If there is someone new to the system they would not know if there is a conflict."

"There is a need to improve or adopt AI into the ecosystem like a co-pilot, which Microsoft has done with GitHub."

"The solution could be faster."

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."

"The solution is based on a subscription model and is reasonably priced."

"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."

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

"GitLab is a free solution to use."

"It is very expensive. We can't bear it now, and we have to find another solution. We have a yearly subscription in which we can increase the number of licenses, but we have to pay at the end of the year."

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

"My company uses the free version of GitLab, which is GitLab Community Edition. There is a licensed version also available for GitLab."

"On a scale of one to ten, where one is cheap, and ten is expensive, I rate the pricing a five out of ten."

More GitLab pricing and cost advice

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Top Industries

By visitors reading reviews

Computer Software Company

12%

Comms Service Provider

10%

Manufacturing Company

Financial Services Firm

Educational Organization

26%

Financial Services Firm

12%

Computer Software Company

11%

Manufacturing Company

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...

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Product Reports

AWS Amplify

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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 is a complete DevOps platform that enables teams to collaborate and deliver software faster.

It provides a single application for the entire DevOps lifecycle, from planning and development to testing, deployment, and monitoring.

With GitLab, teams can streamline their workflows, automate processes, and improve productivity.

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