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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    GitLab

    Score8.9 out of 10
    N/AGitLab 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

    IBM Cloud Kubernetes Service

    Score8 out of 10
    Mid-Size Companies (51-1,000 employees)
    IBM Cloud Kubernetes Service is a managed Kubernetes offering, delivering user tools and built-in security for rapid delivery of applications that users can bind to cloud services related to IBM Watson®, IoT, DevOps and data analytics. As a certified K8s provider, IBM Cloud Kubernetes Service provides intelligent scheduling, self-healing, horizontal scaling, service discovery and load balancing, automated rollouts and rollbacks, and secret and configuration management. The Kubernetes…N/A
    Pricing
    GitLabIBM Cloud Kubernetes Service
    Editions & Modules
    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
    No answers on this topic
    Offerings
    Pricing Offerings
    GitLabIBM Cloud Kubernetes Service
    Free Trial
    YesNo
    Free/Freemium Version
    YesYes
    Premium Consulting/Integration Services
    YesYes
    Entry-level 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.—
    More Pricing Information
    Community Pulse
    GitLabIBM Cloud Kubernetes Service
    Considered Both Products
    GitLab
    No answer on this topic
    IBM
    Chose IBM Cloud Kubernetes Service
    This is a very difficult question, because there are a lot of similarities and the differences are minor but could be important if your use-case requires something like that.
    For example if you need a cluster that is ready sooner than 45 minutes or a data center/location in …
    Incentivized
    Key User Insights
    Would buy again
    97%
    Would buy again
    150 Answers
    96%
    Would buy again
    27 Answers
    Delivers good value for the price
    99%
    Delivers good value for the price
    135 Answers
    100%
    Delivers good value for the price
    25 Answers
    Happy with the feature set
    99%
    Happy with the feature set
    152 Answers
    100%
    Happy with the feature set
    28 Answers
    Lived up to sales and marketing promises
    100%
    Lived up to sales and marketing promises
    92 Answers
    100%
    Lived up to sales and marketing promises
    19 Answers
    Implementation went as expected
    97%
    Implementation went as expected
    120 Answers
    100%
    Implementation went as expected
    26 Answers
    Features
    GitLabIBM Cloud Kubernetes Service
    Container Management
    Comparison of Container Management features of GitLab and IBM Cloud Kubernetes Service
    Feature
    GitLab
    -
    Ratings
    IBM Cloud Kubernetes Service
    8.1
    20 Ratings
    1% below category average
    Security and Isolation00 Ratings8.120 Ratings
    Container Orchestration00 Ratings8.520 Ratings
    Cluster Management00 Ratings7.820 Ratings
    Storage Management00 Ratings8.020 Ratings
    Resource Allocation and Optimization00 Ratings8.020 Ratings
    Discovery Tools00 Ratings7.819 Ratings
    Update Rollouts and Rollbacks00 Ratings7.720 Ratings
    Self-Healing and Recovery00 Ratings8.418 Ratings
    Analytics, Monitoring, and Logging00 Ratings8.220 Ratings
    Best Alternatives
    GitLabIBM Cloud Kubernetes Service
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    GitGuardian
    Score9 out of 10
    Mirantis Kubernetes Engine
    Score8 out of 10
    Medium-sized Companies
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    Amazon Elastic Container Service (Amazon ECS)
    Score8.6 out of 10
    Enterprises
    No answers on this topic
    SUSE Rancher
    Score9.4 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    GitLabIBM Cloud Kubernetes Service
    Likelihood to Recommend
    8.6
    (168 ratings)
    8.0
    (86 ratings)
    Likelihood to Renew
    9.0
    (6 ratings)
    8.9
    (16 ratings)
    Usability
    8.8
    (20 ratings)
    8.7
    (16 ratings)
    Availability
    -
    (0 ratings)
    9.1
    (1 ratings)
    Performance
    9.0
    (1 ratings)
    9.1
    (1 ratings)
    Support Rating
    10.0
    (12 ratings)
    7.7
    (4 ratings)
    Online Training
    -
    (0 ratings)
    8.7
    (15 ratings)
    Implementation Rating
    -
    (0 ratings)
    7.6
    (3 ratings)
    Product Scalability
    10.0
    (1 ratings)
    1.0
    (1 ratings)
    User Testimonials
    GitLabIBM Cloud Kubernetes Service
    Likelihood to Recommend
    GitLab
    In general it's a good product with a huge number of features. It can do CI/CD checks, deployment, repo hosting, integrations etc. A lot of it can be managed from just the UI but also has an ok API. It does tend to release new features semi-often too which is nice. It can have a steep learning curve for certain features so not a starter-friendly vendor, but great for most businesses.
    Incentivized
    Read full review
    IBM
    IBM Cloud Kubernetes Service also stands out in environments where the workloads vary continuously and require befitting scale. The product excels particularly in microservices structures, wherein the companies would harness the capacity for container orchestration and automated scaling. Still, it may face the challenges due to monolith applications that have not been originally developed for using container technology.
    Read full review
    Pros
    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.
    Incentivized
    Read full review
    IBM
    • IBM has a strong focus on serverless and Kubernetes. This shows in the platform. Deploying containers to Kubernetes was very easy.
    • Deploying a Kubernetes cluster through the GUI is very easy and quick. On top of that, IBM Cloud offers a single node cluster for Free.
    • Container Registry is a very good product for managing container images. Integration with Kubernetes was seemless.
    • Portability. To transition from Google Cloud Kubernetes to IBM Cloud Kubernetes took almost no effort. We mostly use the CLI and the standard tools such as kubectl were present.
    Incentivized
    Read full review
    Cons
    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.
    Incentivized
    Read full review
    IBM
    • I constantly get this error even when everything is well configured prefect.exceptions.AuthorizationError: [{'path': ['auth_info'], 'message': 'AuthenticationError: Forbidden', 'extensions': {'code': 'UNAUTHENTICATED'}}]
    • Then sometimes the error disapear without changine anything, happened twice to me. Should there be an issue with the authentication service? Please let's improve or let users know why this may be happening.
    • Improve the UX in the browse console when removing many images at once
    • UX on the process of installing KeyCloack operator
    Incentivized
    Read full review
    Likelihood to Renew
    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
    Incentivized
    Read full review
    IBM
    We have our application running on a CentOS compartment on IBM Cloud Kubernetes Service. We have been utilizing the help since IBM Cloud initially dispatched. We liked the adaptability and versatility that IBM Cloud Kubernetes Service give us. Since we are tiny, the Kubernetes administration is just utilized at present inside my venture bunch.
    Incentivized
    Read full review
    Usability
    GitLab
    - As a combination of features and products, GitLab is a really great tool for developers. - Also, it comes with both light and quick changes in a web browser version, as well as pro work in VS Code mode. However, in certain areas, such as large-scale issues/incidents, management can be improved.
    Incentivized
    Read full review
    IBM
    We actually haven't had any real problems in our clusters recently and the results we have gotten from adopting IBM Cloud Kubernetes Service have been beyond even our greatest expectations. The community has helped optimize the use of the system and make it relatively simpler to use.
    Incentivized
    Read full review
    Reliability and Availability
    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
    Incentivized
    Read full review
    IBM
    IBM's cloud is almost infallible.
    Incentivized
    Read full review
    Performance
    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
    Incentivized
    Read full review
    IBM
    IBM's cloud has a site in my conuntry (MEXICO) so the network latency was almost 0
    Incentivized
    Read full review
    Support Rating
    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
    Incentivized
    Read full review
    IBM
    The self-guided support was solid, and there are plenty of online videos to guide first time users, but I think one area of improvement is a faster way to transfer a large quantity of files from our local machine to the cloud for storage (Aspera)
    Incentivized
    Read full review
    Online Training
    GitLab
    No answers on this topic
    IBM
    Online training is really an important resource for using these tools. IBM's help center is rich in useful information and tips. Also, external guides and tutorials are available (e.g. on youtube), but I followed only IBM ones and I had no difficulties.
    Incentivized
    Read full review
    Implementation Rating
    GitLab
    No answers on this topic
    IBM
    Ease of use. Very intuitive. We have been looking for a product that allows us to orchestrate our docker containers in a way where it allows us to effectively scale our applications to production. It also provides us a way of monitoring all our infrastructure in a very clear concise way.
    Incentivized
    Read full review
    Alternatives Considered
    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" 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.
    Incentivized
    Read full review
    IBM
    We mainly selected [IBM Cloud Kubernetes Service] because IBM fabric blockchain service is mostly compatible with it. To have all the infrastructure in a single cloud to get the best output we selected the [IBM Cloud Kubernetes Service].
    Incentivized
    Read full review
    Scalability
    GitLab
    I think is very well designed, and like any VCS it works as intended
    Incentivized
    Read full review
    IBM
    IBM's CKS does not offers automatic autoscaling nor vertical scaling (automatic). Other services like Google Kubernetes Engine scales up and down very well
    Incentivized
    Read full review
    Return on Investment
    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
    Incentivized
    Read full review
    IBM
    • Increased development speed and agility allows to build features faster and more economically.
    • Improved resource utilization helps keep applications running very efficiently, which saves on cloud service expenses.
    • Scalability and resilience allows for scaling up or down based on demand, which keeps applications running efficiently and more economically.
    Incentivized
    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