Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Amazon EKS
Score 8.8 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 month
GitLab
Score 8.7 out of 10
N/A
GitLab is an intelligent orchestration platform for DevSecOps, where software teams enable AI at every stage of the software lifecycle to ship faster. The platform enables teams to automate repetitive tasks across planning, building, securing, testing, deploying, and maintaining software.
$0
per month per user
Octopus Deploy
Score 9.1 out of 10
Mid-Size Companies (51-1,000 employees)
Australian company Octopus Deploy offers their eponymous automated deployment and release management software that integrates with the user's preferred CI server and adds deployment & ops automation capabilities. Octopus Deploy enables developers, release managers, and operations folks to bring all automation into a single place. The vendor states that by reusing configuration variables, environment definition, API keys, connection strings, permissions, service principals, and automation logic,…
$0
per month
Pricing
Amazon Elastic Kubernetes Service (EKS)GitLabOctopus Deploy
Editions & Modules
Amazon EKS Cluster
$.10
per hour of each cluster created
GitLab Free (self-managed)
$0
GitLab Free
$0
GitLab Premium
$29
per month per user
GitLab Premium (self-managed)
$29
per month per user
GitLab Ultimate
Contact Sales
GitLab Ultimate (self-managed)
Contact Sales
Octopus Server - Professional
$1920
per year starting with 20 projects
Octopus Cloud - Professional
$4170
per year starting with 20 projects
Octopus Server - Enterprise
$14400
per year starting with 100 projects
Octopus Cloud - Enterprise
$23400
per year starting with 100 projects
Cloud
Free
10 users/10 projects/10 tenants/10 machines
Server
Free
10 users/10 projects/10 tenants/10 machines
Offerings
Pricing Offerings
Amazon EKSGitLabOctopus Deploy
Free Trial
NoYesYes
Free/Freemium Version
NoYesYes
Premium Consulting/Integration Services
NoYesYes
Entry-level Setup FeeNo setup feeOptionalOptional
Additional DetailsGitLab Credits enable flexible, consumption-based access to agentic AI capabilities in the GitLab platform, allowing you to scale AI adoption at your own pace while maintaining cost predictability. Powered by Duo Agent Platform, GitLab’s agentic AI capabilities help software teams to collaborate at AI speed, without compromising quality and enterprise security. If usage exceeds monthly allocations and overage terms are accepted, automated on-demand billing activates without service interruption, so your developers never lose access to AI capabilities they need. Real-time dashboards provide transparency into AI consumption patterns. Software teams can see usage across users, projects, and groups with granular attribution for cost allocation. Automated threshold alerts facilitate proactive planning. Advanced analytics deliver trending, forecasting, and FinOps integration.Octopus Deploy offers a Free tier (Cloud and Server) and a 30-day free trial of the Enterprise tier. No credit card needed. Octopus also offers a Professional tier with 8/5 support (9 am–5 pm on weekdays). The Enterprise tier provides advanced features for teams to scale, including high availability, DevOps Insights, ServiceNow & Jira Service Management integration, unlimited instances, 24/7 support & service credits, and a dedicated Customer Success Manager.
More Pricing Information
Community Pulse
Amazon Elastic Kubernetes Service (EKS)GitLabOctopus Deploy
Considered Multiple Products
Amazon EKS

No answer on this topic

GitLab
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 …
Chose GitLab
Although GitLab lacks some indexing service but it is well suited for big enterprises users for version control and ci/ cd pipeline. The user interface of GitHub is much better than GitLab. The search functionality of GitLab is far better than GitHub along multiple projects. …
Octopus Deploy
Chose Octopus Deploy
Octopus showed better cost numbers than Azure DevOps and more flexibility against GitLab CI/CD. Octopus customization in step templates that can be reused and easily created gives big advantages against many of its competitors. Octopus was selected for these features and …
Features
Amazon Elastic Kubernetes Service (EKS)GitLabOctopus Deploy
Container Management
Comparison of Container Management features of Product A and Product B
Amazon Elastic Kubernetes Service (EKS)
8.9
1 Ratings
9% above category average
GitLab
-
Ratings
Octopus Deploy
-
Ratings
Security and Isolation9.01 Ratings00 Ratings00 Ratings
Container Orchestration8.01 Ratings00 Ratings00 Ratings
Cluster Management8.01 Ratings00 Ratings00 Ratings
Storage Management9.01 Ratings00 Ratings00 Ratings
Resource Allocation and Optimization9.01 Ratings00 Ratings00 Ratings
Discovery Tools8.01 Ratings00 Ratings00 Ratings
Update Rollouts and Rollbacks9.01 Ratings00 Ratings00 Ratings
Self-Healing and Recovery10.01 Ratings00 Ratings00 Ratings
Analytics, Monitoring, and Logging10.01 Ratings00 Ratings00 Ratings
Best Alternatives
Amazon Elastic Kubernetes Service (EKS)GitLabOctopus Deploy
Small Businesses
Portainer
Portainer
Score 9.0 out of 10
GitGuardian
GitGuardian
Score 9.0 out of 10
GitLab
GitLab
Score 8.7 out of 10
Medium-sized Companies
Red Hat OpenShift
Red Hat OpenShift
Score 9.2 out of 10
Veracode
Veracode
Score 8.8 out of 10
GitLab
GitLab
Score 8.7 out of 10
Enterprises
Red Hat OpenShift
Red Hat OpenShift
Score 9.2 out of 10
Veracode
Veracode
Score 8.8 out of 10
GitLab
GitLab
Score 8.7 out of 10
All AlternativesView all alternativesView all alternativesView all alternatives
User Ratings
Amazon Elastic Kubernetes Service (EKS)GitLabOctopus Deploy
Likelihood to Recommend
10.0
(2 ratings)
8.3
(152 ratings)
8.6
(24 ratings)
Likelihood to Renew
-
(0 ratings)
9.0
(5 ratings)
8.0
(1 ratings)
Usability
9.0
(1 ratings)
10.0
(6 ratings)
8.4
(10 ratings)
Performance
-
(0 ratings)
9.0
(1 ratings)
8.5
(4 ratings)
Support Rating
-
(0 ratings)
10.0
(12 ratings)
8.2
(9 ratings)
Contract Terms and Pricing Model
-
(0 ratings)
-
(0 ratings)
8.5
(3 ratings)
Ease of integration
-
(0 ratings)
-
(0 ratings)
8.5
(4 ratings)
Product Scalability
-
(0 ratings)
10.0
(1 ratings)
-
(0 ratings)
Professional Services
-
(0 ratings)
-
(0 ratings)
9.1
(1 ratings)
User Testimonials
Amazon Elastic Kubernetes Service (EKS)GitLabOctopus Deploy
Likelihood to Recommend
Amazon AWS
It is well suited when you want to have a Kubernetes cluster in AWS Cloud and want to avoid all the management overhead of maintaining your own cluster in terms of the control plane. EKS seems to be lacking in features when compared with AKS and GKE. Backups, service mesh, and monitoring have a lot of room for improvements.
Read full review
GitLab
GitLab is good if you work a lot with code and do complex repository actions. It gives you a very good overview of what were the states of your branches and the files in them at different stages in time. It's also way easier and more efficient to write pipelines for CI\CD. It's easier to read and it's easier to write them. It takes fewer clicks to achieve the same things with GitLab than it does for competitor products.
Read full review
Octopus Deploy
Octopus Deploy is well suited for our requirements of deploying across multiple environments with one consistent release. We are saving a lot of time by not having to package and move release files around. Our release process is more efficient and consistent with automation. There are some parts that we could probably perform with existing tools such as DevOps and there are one or two features we have to workaround to fit for our setup such as the step templates to install websites. These are minor in our opinion.
Read full review
Pros
Amazon AWS
  • 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
Read full review
GitLab
  • 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
Octopus Deploy
  • Octopus integrates nicely with TeamCity, our build server.
  • Octopus uses the same deployment packages across environments and makes it easy to track their progress across those environments.
  • Octopus makes it easy to handle configuration across environments which is usually a particularly difficult task.
Read full review
Cons
Amazon AWS
  • 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 ...
Read full review
GitLab
  • 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
Octopus Deploy
  • In the past has been somewhat .net focused but that has been changing in recent times
  • Would be great if community licenses for NFP organizations were perpetual - but in saying that I appreciate that Octopus does provide my organization with a community [license]. Not all organisations do
  • I can’t think of any other
Read full review
Likelihood to Renew
Amazon AWS
No answers on this topic
GitLab
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
Octopus Deploy
Would be a 10 except for the retirement of the free Community Edition.
Read full review
Usability
Amazon AWS
Cluster maintanence is reduced, easier to deploy resources, great observability insights
Read full review
GitLab
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
Octopus Deploy
Octopus Deploy has greatly helped us to improve our reliability and frequency of our deployments and given us the confidence to deploy much more often, with a direct benefit to customers. Cross-platform support and release to Cloud require more focus on the product side.
Read full review
Reliability and Availability
Amazon AWS
No answers on this topic
GitLab
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
Read full review
Octopus Deploy
No answers on this topic
Performance
Amazon AWS
No answers on this topic
GitLab
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
Read full review
Octopus Deploy
Octopus Deploy is a software that runs very effectively, is easy to use, does not require such a high learning curve, provides the necessary tools to carry out the functions it offers, making it a very flexible software, it also allows that can be configured according to the needs of the user and provides integrations with other very advantageous tools since they are carried out in a very favorable way.
Read full review
Support Rating
Amazon AWS
No answers on this topic
GitLab
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
Read full review
Octopus Deploy
Octopus Deploy support has always been there for us, even when using the free tier, we get responsive hands-on help. We haven't needed to use that level of support since the documentation is clearly written, and help is readily available within the interface itself. Using Octopus Deploy is a truly joyful experience.
Read full review
Alternatives Considered
Amazon AWS
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.
Read full review
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 out-of-the-box templates for Gitlab, we have never discovered a lack of feature parity.
Read full review
Octopus Deploy
There aren't really any competitors in the land of ASP.NET. Deployment is too ad-hoc. Other tools exist that have massive downsides, like Web Deploy. Most aren't even supported anymore. You could argue that containers (Docker) are a competitor, but containers cannot be used for everything and solve a somewhat different problem. Octopus Deploy is even able to help with containers. To us, Octopus Deploy was really the only really polished solution.
Read full review
Scalability
Amazon AWS
No answers on this topic
GitLab
I think is very well designed, and like any VCS it works as intended
Read full review
Octopus Deploy
No answers on this topic
Professional Services
Amazon AWS
No answers on this topic
GitLab
No answers on this topic
Octopus Deploy
Great support from professional services.
Read full review
Return on Investment
Amazon AWS
  • Good performance of platform without hiccups
  • Less number of people required to manage cluster
  • Easier to deploy new microservices
Read full review
GitLab
  • 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
Octopus Deploy
  • Allows us to deploy to our fleet quickly and without interruption to service
  • Can roll back to previous releases quickly, allowing us to back out of breaking changes in the worst-case scenarios.
  • Integration with several targets has allowed us to explore new platforms for our products, such as Docker in AWS ECS.
Read full review
ScreenShots

GitLab Screenshots

Screenshot of What is Intelligent Orchestration for DevSecOps?Screenshot of an overview of GitLab Duo Agent PlatformScreenshot of a new agent creation screen

Octopus Deploy Screenshots

Screenshot of where Octopus provides real-time visibility into which application versions are deployed across all environmentsScreenshot of some of the 500+ pre-built step templates for Kubernetes, AWS, Azure, Terraform, and Docker, to define deployment processes.Screenshot of the interface to create a deployment process once and reuse it across all environments, ensuring consistent deployments from development through production.Screenshot of tenanted deployments, which allow users to deploy unique application versions to individual customers or business units while maintaining centralized control and visibility across all instancesScreenshot of the audit log, which captures every deployment action, change, and user activity with full attribution and timestamps, providing accountability for compliance and security.Screenshot of the Runbooks that enable teams to automate routine operational tasks like backups, certificate renewals, and infrastructure maintenance, reducing manual effort and ensuring consistent execution of critical procedures.