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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
8.5
AWS Amplify reduced setup time, expedited launches, and simplified tasks, enhancing efficiency and revenue without increasing staff.
Sentiment score
6.3
GitLab boosts ROI by enhancing DevOps performance, reducing deployment time, and facilitating frequent, efficient, and agile releases.
We saw a clear return on investment with AWS Amplify, especially in time saved.
Cloud Engineer at HCL Software
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
6.1
AWS Amplify customer service is efficient and accessible, but personalized support may require a premium plan for best results.
Sentiment score
6.6
GitLab support is praised for responsiveness, with community forums aiding open-source users; license impacts direct support access.
Direct personalized support really depends on your AWS support plan.
Cloud Engineer at HCL Software
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
7.3
AWS Amplify scales web and mobile apps efficiently, with automatic resource adjustment despite potential additional costs and complexities.
Sentiment score
7.3
GitLab is praised for scalability and flexibility in deployment, with some challenges in on-premises setups, requiring specific skills.
AWS Amplify scales well for typical web and mobile apps.
Cloud Engineer at HCL Software
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
7.7
AWS Amplify is stable for production, with improved features and minimal setup issues, rated eight out of ten.
Sentiment score
8.2
GitLab is praised for high stability, minimal issues, and effective support, maintaining reliability across diverse setups.
It is a managed service, so it scales well and maintains consistent performance.
Cloud Engineer at HCL Software
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 requires flexibility and improvements in scalability, documentation, user interface, and deployment automation for complex enterprise needs.
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
When you need advanced custom authentication flows or fine-grained access control, it can be limiting.
Cloud Engineer at HCL Software
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 offers cost-effective, pay-as-you-go pricing, though scaling increases costs; ideal for small to mid-sized applications.
GitLab provides flexible pricing with valued features but may seem costly for larger teams, offering free and premium options.
Setup cost was minimal since it is fully managed, with no large upfront investment.
Cloud Engineer at HCL Software
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 offers robust app development with real-time data, authentication, scalability, and AWS integration for front-end and back-end efficiency.
GitLab excels in CI/CD, integration, security, and collaboration with features like unique merge requests and role-based access control.
It automatically syncs data between your app and the cloud, making it ideal for apps that need to work offline or handle real-time updates.
Cloud Engineer at HCL Software
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
5th
Average Rating
7.6
Reviews Sentiment
7.1
Number of Reviews
9
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 (7th), Build Automation (1st), 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 May 2026, in the Release Automation category, the mindshare of AWS Amplify is 1.9%, down from 2.4% compared to the previous year. The mindshare of GitLab is 25.3%, down from 32.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Release Automation Mindshare Distribution
ProductMindshare (%)
GitLab25.3%
AWS Amplify1.9%
Other72.8%
Release Automation
 

Featured Reviews

Ron Machan - PeerSpot reviewer
Cloud Engineer at HCL Software
Rapid delivery has transformed full‑stack workflows and has enabled faster front‑end innovation
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 limiting. Also, some debugging around auto-generated resources could be clearer. Another area is deeper integration with existing infrastructure as code, so larger teams can blend it into broader pipelines more seamlessly. One pain point I have is when I outgrow the default patterns in AWS Amplify. As apps scale, having more granular control over back-end infrastructure, like custom VPC setups or complex network configurations, is not as straightforward. I would love to see tighter integration with CloudFormation or CDK for smoother transitions when custom infrastructure is needed. Also, improved visibility and debugging of AWS Amplify-generated resources would be welcome. A smaller improvement I would love to see in AWS Amplify is more intuitive error handling during deployments. Sometimes AWS Amplify deployments fail without clear messaging, especially with build configurations. Better visibility into detailed logs would help. Also, more built-in CI/CD customization options for multi-stage environments would be a welcome addition.
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
13%
Construction Company
12%
Comms Service Provider
9%
Computer Software Company
8%
Financial Services Firm
14%
Manufacturing Company
10%
Computer Software Company
10%
Government
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise2
Large Enterprise3
By reviewers
Company SizeCount
Small Business37
Midsize Enterprise11
Large Enterprise46
 

Questions from the Community

What is your experience regarding pricing and costs for AWS Amplify?
My experience with pricing for AWS Amplify has been generally positive, especially for small to mid-sized applications. Most of our clients required small to mid-sized applications. The pricing mod...
What needs improvement with AWS Amplify?
Currently, I do not believe that AWS Amplify is lacking in features, but one of the main limitations I feel is a lack of flexibility in CI/CD pipelines. The built-in pipeline works well for simple ...
What is your primary use case for AWS Amplify?
My primary use case for AWS Amplify is to build and host full-stack web applications where it handles front-end deployment, authentication via Cognito, and basic back-end integration.
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: April 2026.
893,221 professionals have used our research since 2012.