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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:
 

ROI

Sentiment score
8.6
AWS Amplify increased ROI by streamlining development, reducing setup and management time, and boosting productivity without extra staffing.
Sentiment score
6.3
GitLab boosts ROI by enhancing DevOps performance, reducing deployment time, and facilitating frequent, efficient, and agile releases.
Migrating to GitLab is bringing time-saving benefits, and everything is easier to automate.
IT Manager at a tech company with 5,001-10,000 employees
We have saved time significantly, reducing deployment time from four hours to five minutes per deployment.
IT Software Architect at ANAC - Autorità Nazionale Anticorruzione
In terms of operational efficiency, a ten to twenty percent increase in speed could quite easily be seen from using the Issues and Epics tracking feature.
Cloud Ops Lead at a tech vendor with 10,001+ employees
 

Customer Service

Sentiment score
6.3
AWS Amplify offers praised documentation but limited direct support without premium plans, while community and platform communication remain effective.
Sentiment score
6.6
GitLab support is praised for responsiveness, with community forums aiding open-source users; license impacts direct support access.
We have rarely needed to escalate issues to technical support since GitLab usually runs seamlessly.
AWS DevOps/ Site Reliability Engineer at Tata Consultancy
I have interacted with architects for some advice during the implementation, and they were prompt in their response.
Platform Engineer & Manager at a computer software company with 51-200 employees
I have had meetings where they taught me, explained things, and provided guidance for starting from scratch.
IT Manager at a tech company with 5,001-10,000 employees
 

Scalability Issues

Sentiment score
7.4
AWS Amplify scales efficiently for web and mobile apps, enhancing scalability with managed services and automatic adjustments for growing demands.
Sentiment score
7.3
GitLab is praised for scalability and flexibility in deployment, with some challenges in on-premises setups, requiring specific skills.
It has all the features required for our coding and deployment needs, which makes it scalable to our changing requirements.
Senior Application Developer at IBM
We're transitioning to OpenShift for future scalability with increased user numbers.
Platform Engineer & Manager at a computer software company with 51-200 employees
For scaling, other deployment options from GitLab's side need to be adopted.
Manager, Engineering at a retailer with 10,001+ employees
 

Stability Issues

Sentiment score
7.9
AWS Amplify offers stable performance with minimal issues, efficient support, and easy integration, despite tricky initial setup and documentation.
Sentiment score
8.2
GitLab is praised for high stability, minimal issues, and effective support, maintaining reliability across diverse setups.
I have not encountered any performance or stability issues with GitLab so far.
AWS DevOps/ Site Reliability Engineer at Tata Consultancy
The updates are frequent and demanding, happening at least once a week due to security reasons.
Chief Technology Officer at Acclym
We raised a request with GitLab support, but they were unable to help because they could not find the root cause of what went wrong.
Assistant Manager at a tech vendor with 10,001+ employees
 

Room For Improvement

AWS Amplify users seek enhanced flexibility, better integration, improved debugging, UI/UX improvements, and more control over deployments and error handling.
GitLab should enhance cloud integration, UI, documentation, and tool integration while improving performance, simplicity, pricing, and security options.
The DynamoDB table and user group API key expires in 365 days, which requires me to renew this API key to persist data.
Adjunct Lecturer at a university with 10,001+ employees
It would be beneficial to have a user-friendly interface for setting up these configurations, instead of just writing YAML files.
IT Manager at a tech company with 5,001-10,000 employees
It is essential to conduct proper testing, such as unit tests and code coverage, within the SDLC pipelines.
Manager, Engineering at a retailer with 10,001+ employees
GitLab can improve its user interface to make conflict resolution more user-friendly.
Senior Application Developer at IBM
 

Setup Cost

AWS Amplify provides cost-effective, scalable pay-as-you-go pricing with initial benefits, separate domain costs, and early discounts.
GitLab provides flexible pricing with valued features but may seem costly for larger teams, offering free and premium options.
I am paying only for the domain name and access to the DynamoDB table, which I find to be a pretty decent price.
Adjunct Lecturer at a university with 10,001+ employees
Even when working in other small organizations, we opted for GitLab as it was cost-efficient.
Senior Application Developer at IBM
The pricing of GitLab is reasonable, aligning with what I consider to be average compared to competitors.
IT Manager at a tech company with 5,001-10,000 employees
The price is high, and it limits user accessibility.
IT Software Architect at ANAC - Autorità Nazionale Anticorruzione
 

Valuable Features

AWS Amplify enhances developer efficiency with integrated CI/CD, real-time sync, scalable deployment, and seamless AWS service integration.
GitLab excels in CI/CD, integration, security, and collaboration with features like unique merge requests and role-based access control.
The best features AWS Amplify offers include AppSync, which is very good for authentication and the deployment version.
Adjunct Lecturer at a university with 10,001+ employees
As we implement automated testing and DevSecOps, it speeds up the process by forty to sixty percent.
Platform Engineer & Manager at a computer software company with 51-200 employees
The Ultimate version offers enhanced features for security scanning through DAST and SAST analysis, which have greatly benefitted our project workflow.
IT Software Architect at ANAC - Autorità Nazionale Anticorruzione
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.
Manager, Engineering at a retailer with 10,001+ employees
 

Categories and Ranking

AWS Amplify
Ranking in Release Automation
8th
Average Rating
7.6
Reviews Sentiment
7.2
Number of Reviews
8
Ranking in other categories
Mobile Development Platforms (15th)
GitLab
Ranking in Release Automation
2nd
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
91
Ranking in other categories
Application Security Tools (6th), Build Automation (2nd), Static Application Security Testing (SAST) (4th), Rapid Application Development Software (11th), Software Composition Analysis (SCA) (4th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)
 

Mindshare comparison

As of June 2026, in the Release Automation category, the mindshare of AWS Amplify is 1.9%, down from 2.6% compared to the previous year. The mindshare of GitLab is 24.3%, down from 30.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Release Automation Mindshare Distribution
ProductMindshare (%)
GitLab24.3%
AWS Amplify1.9%
Other73.8%
Release Automation
 

Featured Reviews

YP
Adjunct Lecturer at a university with 10,001+ employees
Building full-stack apps has been streamlined and supports efficient authentication workflows
The best features AWS Amplify offers include AppSync, which is very good for authentication and the deployment version. It also allows me to easily use DynamoDB tables from AWS. The authentication and deployment features of AWS Amplify help me by ensuring that the authentication flow runs smoothly, as they are integrated and interconnected with GraphQL. I can delete or add users, create groups, reset passwords, and customize the login experience using the sign-in and sign-out features that come with GraphQL. AWS Amplify also has IO components, allowing me to configure files for AWS export to check if there are any builds or configurations missing. The ease of using AppSync and GraphQL is what I appreciate most about AWS Amplify. AWS Amplify is a strong tool for quickly building full-stack applications, which do require a solid understanding of how the underlying AWS services interact. AWS Amplify has positively impacted my work by making things easier, faster, and more efficient, particularly with its continuous integration feature and user management while monitoring app builds. The usage of AWS Amplify is part of my freelance work for different clients rather than directly within a single organization.
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.
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Top Industries

By visitors reading reviews
Financial Services Firm
15%
Construction Company
11%
Comms Service Provider
11%
Computer Software Company
7%
Financial Services Firm
14%
Manufacturing Company
11%
Government
9%
Computer Software Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business9
Midsize Enterprise1
Large Enterprise3
By reviewers
Company SizeCount
Small Business38
Midsize Enterprise10
Large Enterprise49
 

Questions from the Community

What is your experience regarding pricing and costs for AWS Amplify?
The pricing model of AWS Amplify is straightforward pay-as-you-go, which worked well for us. Setup cost was minimal since it is fully managed, with no large upfront investment. Licensing is not rea...
What needs improvement with AWS Amplify?
AWS Amplify could improve by offering more flexibility in complex enterprise scenarios. For example, when you need advanced custom authentication flows or fine-grained access control, it can be lim...
What is your primary use case for AWS Amplify?
My main use case is accelerating full-stack app development. For example, I built a React app that needed user sign-in, a GraphQL API, and S3 storage. AWS Amplify allowed me to set up all of that q...
What is your experience regarding pricing and costs for GitLab?
The setup cost for GitLab is minimal since the team has its own minimal resource balancing. The costing falls into an intermediate stage and is impactful across all results within the team. It allo...
What needs improvement with GitLab?
There are many improvements that GitLab can implement, such as addressing the issue of caching. Currently, when I have multiple tasks to merge or attempt multiple merges, the CI/CD and overall GitL...
What is your primary use case for GitLab?
My main use case for GitLab is as a version control system that we are using. Currently, I am working on an end-to-end AI pipeline, and I have deployed my whole code using GitLab so that all things...
 

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: June 2026.
900,644 professionals have used our research since 2012.