Amazon Elastic Kubernetes Service (EKS) vs. GitLab

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Amazon EKS
Score 8.5 out of 10
N/A
Amazon Elastic Kubernetes Service (Amazon EKS) is a managed container service to run and scale Kubernetes applications in the cloud or on-premises, available on AWS or on-premise through Amazon EKS Anywhere.
$0.10
per hour of each cluster created
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
Amazon Elastic Kubernetes Service (EKS)GitLab
Editions & Modules
Amazon EKS Cluster
$.10
per hour of each cluster created
GitLab Essential
$0
per month per user
GitLab Premium
$29
per month per user
GitLab Ultimate
$99
per month per user
Offerings
Pricing Offerings
Amazon EKSGitLab
Free Trial
NoYes
Free/Freemium Version
NoYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeOptional
Additional Details
More Pricing Information
Community Pulse
Amazon Elastic Kubernetes Service (EKS)GitLab
Features
Amazon Elastic Kubernetes Service (EKS)GitLab
Container Management
Comparison of Container Management features of Product A and Product B
Amazon Elastic Kubernetes Service (EKS)
8.9
Ratings
14% above category average
GitLab
-
Ratings
Security and Isolation9.00 Ratings00 Ratings
Container Orchestration8.00 Ratings00 Ratings
Cluster Management8.00 Ratings00 Ratings
Storage Management9.00 Ratings00 Ratings
Resource Allocation and Optimization9.00 Ratings00 Ratings
Discovery Tools8.00 Ratings00 Ratings
Update Rollouts and Rollbacks9.00 Ratings00 Ratings
Self-Healing and Recovery10.00 Ratings00 Ratings
Analytics, Monitoring, and Logging10.00 Ratings00 Ratings
Best Alternatives
Amazon Elastic Kubernetes Service (EKS)GitLab
Small Businesses
Portainer
Portainer
Score 9.6 out of 10

No answers on this topic

Medium-sized Companies
Red Hat OpenShift
Red Hat OpenShift
Score 9.3 out of 10
Veracode
Veracode
Score 8.7 out of 10
Enterprises
Red Hat OpenShift
Red Hat OpenShift
Score 9.3 out of 10
Veracode
Veracode
Score 8.7 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Amazon Elastic Kubernetes Service (EKS)GitLab
Likelihood to Recommend
9.0
(0 ratings)
8.9
(0 ratings)
Likelihood to Renew
-
(0 ratings)
9.9
(0 ratings)
Usability
9.0
(0 ratings)
9.0
(0 ratings)
Support Rating
-
(0 ratings)
9.1
(0 ratings)
User Testimonials
Amazon Elastic Kubernetes Service (EKS)GitLab
Likelihood to Recommend
Well suited for microservices architecture but can be a bit costly if less number of microservices or monolithic architecture hosted to be hosted on containers. Use of hybrid cluster instances also works well using both normal and fargate instances. Also the integration of audit and diagnostic logs of master nodes helps to reduce the unwanted access related issues.
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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
  • Upgrade the kubernetes clusters to the latest version with a single click
  • Auto scaling policies to automatically scale the nodes
  • Detailed logs and events on the cluster within the EKS clusters portal, cloudwatch logs and metrics
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  • 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.
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Cons
  • AWSIAM integration with Kubernetes RBAC could be better.
  • Enabling some add-ons like service mesh, and monitoring will be nice instead of having to install them yourself after the creation of the cluster.
  • EKS bootstrap time could be faster ...
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  • 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.
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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
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Usability
Cluster maintanence is reduced, easier to deploy resources, great observability insights
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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!
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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
No answers on this topic
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
No answers on this topic
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
It feels like AWS is behind the EKS race, the only advantage I'm able to see right now is the support of IPv6, however, trying to promote AWS alternatives that are different from the market and more like a vendor locking solutions like ECS/Fargate have kept AWS behind and focusing on the wrong things. EKS needs to really improve its integration with the Kubernetes ecosystem and have an enterprise solution for monitoring, backups, and service mesh.
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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
  • Migrating all our workloads from ec2 VMs to containers running in Kubernetes has been a huge improvement for the management and resilience of our Infrastructure.
  • EKS Upgrade process to a new version seems to be taking very long ....
  • EKS creation time usually takes over 10 minutes in us-east-1, we would like faster creation times to be under 5 minutes.
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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
Read full review
ScreenShots

GitLab Screenshots

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