AWS CodePipeline vs. GitLab

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
AWS CodePipeline
Score 6.7 out of 10
N/A
AWS CodePipeline is a fully managed continuous delivery service that helps users automate release pipelines. CodePipeline automates the build, test, and deploy phases of the release process every time there is a code change, based on the release model a user defines.
$1
per active pipeline/per month
GitLab
Score 8.7 out of 10
N/A
GitLab DevSecOps platform enables software innovation by aiming to empower development, security, and operations teams to build better software, faster. With GitLab, teams can create, deliver, and manage code quickly and continuously instead of managing disparate tools and scripts. GitLab helps teams across the complete DevSecOps lifecycle, from developing, securing, and deploying software. Differentiators, as described by Gitlab: Simplicity: With GitLab, DevSecOps can…
$0
per month per user
Pricing
AWS CodePipelineGitLab
Editions & Modules
AWS CodePipeline
$1
per active pipeline/per month
Free Tier
Free
GitLab Essential
$0
per month per user
GitLab Premium
$29
per month per user
GitLab Ultimate
$99
per month per user
Offerings
Pricing Offerings
AWS CodePipelineGitLab
Free Trial
NoYes
Free/Freemium Version
YesYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeOptional
Additional Details
More Pricing Information
Community Pulse
AWS CodePipelineGitLab
Considered Both Products
AWS CodePipeline
Chose AWS CodePipeline
I haven't used any other similar products.
Chose AWS CodePipeline
CodeCommit and CodeDeploy can be used with CodePipeline so it’s not really fair to stack them against each other as they can be quite the compliment. The same goes for Beanstalk, which is often used as a deployment target in relation to CodePipeline. CodePipeline fulfills the …
Chose AWS CodePipeline
We selected AWS CodePipeline mainly because we wanted to keep the application stack completely native to AWS, and CodePipeline provided the best integrations with AWS services that we were using, such as S3, Elastic Beanstalk, and Lamba. Furthermore, AWS CodePipeline provided …
Chose AWS CodePipeline
AWS Codepipeline is proprietary to Amazon Web Services and works well when you're working with other AWS products. If you're using a different technology stack, then Codepipeline may not be the best tool and some open source/closed source tools available on the web may suffice.
Chose AWS CodePipeline
We selected CodePipeline again, because it integrates well with our AWS Based infrastructure.
Chose AWS CodePipeline
They all pretty much have the same feature set. AWS CodePipeline has been improving in recent years, and it just makes sense to keep everything within Amazon's ecosystem.
Chose AWS CodePipeline
I felt that, out of the alternatives, AWS CodePipeline was the simplest to setup and most reliable. Since my client's infrastructure was already hosted in AWS, I felt it was a no-brainer. If a client needed a similar solution with on-prem or non-AWS infrastructure, I would …
GitLab
Chose GitLab
As mentioned earlier, the features like chart visualization sets it apart from the others. Other than that, GitLab is open source while other are not and comparatively more secure that its other counterparts. Also, GitLab supports adding other types of attachments which is not …
Chose GitLab
When i was using the other platform, Some time i face down time, But GitLabs its not happening for single time. GitLab is having easy user interference as compared to other platforms. Pull Request, Code review, Issue tracking, Merging, Access control and User Roles is having a …
Chose GitLab
GitLab is miles ahead of the competition. In so many words, having a simple UI with robust security and the ability to conduct Git actions takes the cake. The competitions like to say they can do these things easily but their products are more confusing and hard to use.
Chose GitLab
GitLab allows a self-hosted version that is easy to setup and configure. It is also open-source as compared to GitHub. The integrated CI/CD tools is a plus, since we do not have to worry about those tools, unlike Github. The All-in-one solution of GitLab made sense for our …
Chose GitLab
Gitlab offers the best support for CI/CD pipelines and the highest degree of customisation for workflows, permissions, and integrations. The integration of BitBucket with JIRA is better than GitLab but CI/CD features are limited in comparison. GitLab's built-in Container …
Chose GitLab
Gitlab provides basic functionality like any other git tool. Some features of push and pull requests , clone and merge is handled equally well. It lacks in AI features which are there in GitHub and setup processes are difficult. Cost difference is the only concern while …
Chose GitLab
GitHub is an inferior product from most points of view. We had to use it and the teams finds no positives about it. Everything is a downgrade from our previous GitLab solution.

GitLab CI\CD is vastly superior to workflows, for example doing a manual node is just "when : manual" …
Chose GitLab
It's much simpler than the competitors. The one important feature Gitlab stand out is the CI/CD pipeline. GitHub required integration with external CI tools but Gitlab has this feature built-in. Compare to Jenkins and Teamcity, It's easy to use without any additional Plugins. …
Chose GitLab
Gitlab seems more cutting-edge than GitHub; however, its AI tools are not yet as mature as those of CoPilot. It feels like the next-generation product, so as we selected a tool for our startup, we decided to invest in the disruptor in the space. While there are fewer …
Chose GitLab
I tried Github in the past, and it was really similar as GitLab. But we prefer use GitLab for the cicd part, easier to handle
Chose GitLab
i have more exoerence in GitLab rather than bitbucket . As personally , it is good for me to understand how things is going on. i have used personally and also in organisation . It is great for developer to see there 3 months ago code and also can come up with new solution to …
Chose GitLab
Because with Visual Studio code, it was very easy for us to install GitLab in it and have easy access through the terminal and due to GitLab, it was easy to implement codes regarding API and AWS services to make our software better. Gitlens and all features help to check the …
Chose GitLab
GitLab provides a far superior platform due to it's great integration and CI/CD focus. And while in the beginning the UI might look a bit overwhelming with use you will find it way more useful than it's competitors. The variables and settings also make way more sense and it's …
Chose GitLab
My feedback may not be important here because when I joined the company they already had GitLab and we still use it due to the ability to do CI/CD Integration, deployments, debugging, code owners approval, and Jira integration. So far we have not had any major blocker that has …
Chose GitLab
Github is more open-source first and enterprise-first second in their approach. The reverse is true for GitLab. Both are exceptional products and it highly depends on the specific needs of an org
Chose GitLab
Used Jenkins to connect with GitLab for building and deployment of microservices. GitLab helps in easy integration.
Chose GitLab
GitLab has a open-source community and great documentation that provides support resources and community contributions. AWS CodeCommit is used for integration with other AWS services in the AWS ecosystem and also have a low community and support compared to GitLab hence …
Chose GitLab
It was a management decision to use GitLab over other tools. It integrates well with RBAC using Terraform. Runners are easy to setup. Almost all the features the organization used before are available in GitLab.
Chose GitLab
For small projects or companies that do work on a few only code repositories selecting one of the git code hosting services like GitLab, GitHub, Bitbicket etc does not make a big difference.

But, if you are on a code development company that handles too many repositories and …
Chose GitLab
Software delivery is the key objective and GitLab made it much easier to hit the group quickly. It worked well with automation, and integrations with other SDLC tools used in the Organization and it is really easy to use. It's widely adopted and has the power to deliver what we …
Chose GitLab
1. Easier to use and setup then any other product.
2. CI/CD is also easier in GitLab
Chose GitLab
GitLab's online IDE and code modification is much better compared to Stash. While pricier than Bitbucket, Gitlab also provides CI CD configuration better than BB.
Chose GitLab
GitLab is rich in features and access control if compared with GitHub also GitHub stands no where in CI/CD if compared with GitLab.
GitLab CI/CD is mature, robust and far better than GitHub actions in all means.
If I talk about quality of support and reponse time of GitLab it is …
Best Alternatives
AWS CodePipelineGitLab
Small Businesses
GitLab
GitLab
Score 8.7 out of 10

No answers on this topic

Medium-sized Companies
GitLab
GitLab
Score 8.7 out of 10
Veracode
Veracode
Score 8.7 out of 10
Enterprises
GitLab
GitLab
Score 8.7 out of 10
Veracode
Veracode
Score 8.7 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
AWS CodePipelineGitLab
Likelihood to Recommend
9.0
(0 ratings)
8.8
(0 ratings)
Likelihood to Renew
-
(0 ratings)
9.9
(0 ratings)
Usability
9.0
(0 ratings)
9.0
(0 ratings)
Performance
6.8
(0 ratings)
-
(0 ratings)
Support Rating
9.1
(0 ratings)
9.1
(0 ratings)
Ease of integration
7.4
(0 ratings)
-
(0 ratings)
User Testimonials
AWS CodePipelineGitLab
Likelihood to Recommend
CodePipeline is well suited for an already existing AWS-native deployment. It is very easy to connect to existing repos like GitHub enterprise or cloud repos like CodeCommit. Being able to define the process by code (YAML) is a huge benefit for developers who favor that type of deployment setup. The UI is easy to use yet very powerful and customizable. Being able to leverage CloudTrail or Lambda is quite powerful, especially in larger more complex projects. It becomes less valuable with smaller projects or locally hosted deployments that don't get the benefits of a managed service in the AWS ecosystem. However, there are agents that can be run on private servers to allow integration. But naturally, smaller one-off projects benefit less from the automation value derived by CodePipeline.
Read full review
It is well-suited for any project that needs VCS. It's an excellent choice for teams that might be remote or have to collaborate across teams. Plenty of features allow for async working. With its dashboards and reporting features, it is also suitable for nontechnical PMs or stakeholders. It allows for very bespoke customization and can most often do much more than you need it to.
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Pros
  • It is reliable and works without errors
  • It integrates well with our repository and all other AWS functions as well as our end database
Read full review
  • GitLab excels in managing code versions, allowing easy tracking of changes, branch management, and merging contributions.
  • It helps maintain code stability and reliability, saving time and effort in the development or research workflow.
  • Powerful code review features, enabling collaboration and feedback among team members.
  • Robust project management features, including issue tracking, kanban boards, and milestones.
Read full review
Cons
  • Ease of use - things like CircleCI or other tools are a bit easier to learn.
  • Ability to build from more sources.
Read full review
  • CI variables management is sometimes hard to use, for example, with File type variables. The scope of each variable is also hard to guess.
  • Access Token: there are too many types (Personal, Project, global..), and it is hard to identify the scope and where it comes from once created.
  • Runners: auto-scaled runners are for the moment hard to put in place, and monitoring is not easy.
Read full review
Likelihood to Renew
No answers on this topic
I really feel the platform has matured quite faster than others, and it is always at the top of its game compared to the different vendors like GitHub, Azure pipelines, CircleCI, Travis, Jenkins. Since it provides, agents, CI/CD, repository hosting, Secrets management, user management, and Single Sign on; among other features
Read full review
Usability
Overall, I give AWS Codepipeline a 9 because it gets the job done and I can't complain much about the web interface as much of the action is taking place behind the scenes on the terminal locally or via Amazon's infrastructure anyway. It would be nicer to have a better flowing and visualizable web interface, however.
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I find it easy to use, I haven't had to do the integration work, so that's why it is a 9/10, cause I can't speak to how easy that part was or the initial set up, but day to day use is great!
Read full review
Reliability and Availability
No answers on this topic
I've never had experienced outages from GItlab itself, but regarding the code I have deployed to Gitlab, the history helps a lot to trace the cause of the issue or performing a rollback to go back to a working version
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Performance
Our pipeline takes about 30 minutes to run through. Although this time depends on the applications you are using on either end, I feel that it is a reasonable time to make upgrades and updates to our system as it is not an every day push.
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GItlab reponsiveness is amazing, has never left me IDLE. I've never had issues even with complex projects. I have not experienced any issues when integrating it with agents for example or SSO
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Support Rating
We didn't need a lot of support with AWS CodePipeline as it was pretty straightforward to configure and use, but where we ran into problems, the AWS community was able to help. AWS support agents were also helpful in resolving some of the minor issues we encountered, which we could not find a solution elsewhere.
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At this point, I do not have much experience with Gitlab support as I have never had to engage them. They have documentation that is helpful, not quite as extensive as other documentation, but helpful nonetheless. They also seem to be relatively responsive on social media platforms (twitter) and really thrived when GitHub was acquired by Microsoft
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Alternatives Considered
I felt that, out of the alternatives, AWS CodePipeline was the simplest to setup and most reliable. Since my client's infrastructure was already hosted in AWS, I felt it was a no-brainer. If a client needed a similar solution with on-prem or non-AWS infrastructure, I would probably evaluate a different solution. AWS CodePipeline is pretty tightly coupled with the rest of the AWS ecosystem.
Read full review
GitHub is an inferior product from most points of view. We had to use it and the teams finds no positives about it. Everything is a downgrade from our previous GitLab solution. GitLab CI\CD is vastly superior to workflows, for example doing a manual node is just "when : manual" in GitLab while you have to do clickops in GitHub to achieve the same. No overview of code in branches is a minus when we tried to figure out what our colleagues are trying to merge as it looked off.
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Scalability
No answers on this topic
I think is very well designed, and like any VCS it works as intended
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Return on Investment
  • AWS CodePipeline reduced CI/CD pipeline development time by 10% for AWS native application stacks.
  • AWS CodePipeline reduced response time to build failures by 3% through SNS integrations.
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  • GitLab cut down our spent on container, package and infrastructure registry
  • Best thing is we can now have everything in single platform which cost effective too
  • Quality of support is really good and they do have emergency support team as well which is great
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ScreenShots

GitLab Screenshots

Screenshot of GitLab, a comprehensive DevSecOps platform.Screenshot of Security DashboardScreenshot of Merge Request