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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    AWS CloudFormation

    Score8.2 out of 10
    N/AAWS CloudFormation gives developers and systems administrators a way to create and manage a collection of related AWS resources, provisioning and updating them in a predictable fashion. Use AWS CloudFormation’s sample templates or create templates to describe the AWS resources, and any associated dependencies or runtime parameters, required to run an application. Users don’t need to figure out the order for provisioning AWS services or the subtleties of making those dependencies work.…

    $0

    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

    Pricing
    AWS CloudFormationGitLab
    Editions & Modules
    Free Tier - 1,000 Handler Operations per Month per Account
    $0.00
    Handler Operation
    $0.0009
    per handler operation
    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
    Offerings
    Pricing Offerings
    AWS CloudFormationGitLab
    Free Trial
    YesYes
    Free/Freemium Version
    YesYes
    Premium Consulting/Integration Services
    YesYes
    Entry-level Setup FeeNo setup feeOptional
    Additional DetailsThere is no additional charge for using AWS CloudFormation with resource providers in the following namespaces: AWS::*, Alexa::*, and Custom::*. In this case you pay for AWS resources (such as Amazon EC2 instances, Elastic Load Balancing load balancers, etc.) created using AWS CloudFormation as if you created them manually. You only pay for what you use, as you use it; there are no minimum fees and no required upfront commitments. When you use resource providers with AWS CloudFormation outside the namespaces mentioned above, you incur charges per handler operation. Handler operations are create, update, delete, read, or list actions on a resource.GitLab 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
    AWS CloudFormationGitLab
    Considered Both Products
    Amazon AWS
    No answer on this topic
    GitLab
    Chose GitLab
    vs. AWS CodeCommit: As an AWS-centered organization, our teams have used AWS CodeCommit, the AWS native services that competes against GitLab. GitLab stacks better than CodeCommit even for development and CI/CD in the AWS ecosystem. It is more user-friendly, better version …
    Incentivized
    Key User Insights
    Would buy again
    100%
    Would buy again
    7 Answers
    97%
    Would buy again
    150 Answers
    Delivers good value for the price
    100%
    Delivers good value for the price
    7 Answers
    99%
    Delivers good value for the price
    135 Answers
    Happy with the feature set
    86%
    Happy with the feature set
    6 Answers
    99%
    Happy with the feature set
    152 Answers
    Lived up to sales and marketing promises
    86%
    Lived up to sales and marketing promises
    6 Answers
    100%
    Lived up to sales and marketing promises
    92 Answers
    Implementation went as expected
    100%
    Implementation went as expected
    7 Answers
    97%
    Implementation went as expected
    120 Answers
    Best Alternatives
    AWS CloudFormationGitLab
    Small Businesses
    HashiCorp Vagrant
    Score9 out of 10
    GitGuardian
    Score9 out of 10
    Medium-sized Companies
    IBM Terraform
    Score8.7 out of 10
    No answers on this topic
    Enterprises
    IBM Terraform
    Score8.7 out of 10
    No answers on this topic
    All AlternativesView all alternativesView all alternatives
    User Ratings
    AWS CloudFormationGitLab
    Likelihood to Recommend
    8.0
    (7 ratings)
    8.6
    (168 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    9.0
    (6 ratings)
    Usability
    8.0
    (2 ratings)
    8.8
    (20 ratings)
    Performance
    -
    (0 ratings)
    9.0
    (1 ratings)
    Support Rating
    -
    (0 ratings)
    10.0
    (12 ratings)
    Product Scalability
    -
    (0 ratings)
    10.0
    (1 ratings)
    User Testimonials
    AWS CloudFormationGitLab
    Likelihood to Recommend
    Amazon AWS
    I still give it an 8 because it's one of those tools that just quietly does the heavy lifting for you but it can really test your patience when it breaks esp with deep nested stacks. It's perfect for projects where we need clean consistent environments every time. It's less ideal for quick experimental setups like new EC2 configs or Lambda permission tweaks.
    Incentivized
    Read full review
    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
    Pros
    Amazon AWS
    • All resources can segregated based on stacks which provides greater visibility
    • A complete audit trail of what went wrong while deploying a particular resource
    • Automatically rollbacks if any service as part of CloudFormation results in an error
    • The UI tool is useful
    Incentivized
    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.
    Incentivized
    Read full review
    Cons
    Amazon AWS
    • Error Description upon Failure Needs to be Improved.
    • Slow to create, delete or update.
    • Need to delete resources manually. It can ask before starting deletion whether to skip those resources or delete them.
    Incentivized
    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.
    Incentivized
    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
    Incentivized
    Read full review
    Usability
    Amazon AWS
    It's easy enough to get a shared template & apply it. You don't even have to download-then-upload or copy-and-paste, a publicly-accessible url works.
    Diving deeper, it has enough powerful capabilities to make the life of a platform / DevOps engineer bearable.
    However, you need equally deep knowledge to troubleshoot issues, when they inevitably pop up. This is the same for all IaC technologies, as they are additional abstraction layers on top of the native API provided by the cloud providers.
    Incentivized
    Read full review
    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
    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
    Incentivized
    Read full review
    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
    Incentivized
    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
    Incentivized
    Read full review
    Alternatives Considered
    Amazon AWS
    Cloning a virtual machine creates a virtual machine that is cloning a virtual machine creates a virtual machine that is a copy of the original. The new virtual machine is configured with the same virtual hardware, installed software, and other properties that were configured for the original virtual machine. For information about persistent memory and PMem storage, see the vSphere Cloning a virtual machine creates a virtual machine that is a copy of the original. The new virtual machine is configured with the same virtual hardware, installed software, and other properties that were configured for the original virtual machine. For information. Management guide.For information copy of the original. The new virtual Cloning virtual machine creates a virtual machine that is a copy of the original. The new virtual machine is configured with the same virtual hardware, installed software, and other properties that were configured for the original virtual machine. For information about persistent memory and PMem storage, see the vSphere Resource Management Guide. For information is configured with the same virtual hardware, installed software, and other properties that were configured for the original virtual machine. For information about persistent memory and PMem storage, see the vSphere Resource Management Guide. For information
    Incentivized
    Read full review
    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
    Scalability
    Amazon AWS
    No answers on this topic
    GitLab
    I think is very well designed, and like any VCS it works as intended
    Incentivized
    Read full review
    Return on Investment
    Amazon AWS
    • + We can standup a VPC in minutes
    • - It took a lot of inital time to set up
    • + With logging/rollback, made testing much easier.
    Incentivized
    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
    Incentivized
    Read full review
    ScreenShots

    AWS CloudFormation Screenshots

    Screenshot of CloudFormation - How it works overviewScreenshot of CloudFormation - High level how it worksScreenshot of CloudFormation - Template exampleScreenshot of CloudFormation - Template inputs overview

    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