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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

    CucumberStudio

    Score4.9 out of 10
    N/ACucumberStudio, now a SmartBear product since the 2019 acquisition, is a continuous testing platform replacing the former HipTest, supporting agile development with manual and automated code testing, reusable steps, feature history with living documentation, among other features.N/A
    Pricing
    GitLabCucumberStudio
    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
    GitLabCucumberStudio
    Free Trial
    YesNo
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    YesNo
    Entry-level Setup FeeOptionalNo setup fee
    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
    GitLabCucumberStudio
    Considered Both Products
    GitLab
    No answer on this topic
    SmartBear
    No answer on this topic
    Key User Insights
    Would buy again
    97%
    Would buy again
    150 Answers
    No answers on this topic
    Delivers good value for the price
    99%
    Delivers good value for the price
    135 Answers
    No answers on this topic
    Happy with the feature set
    99%
    Happy with the feature set
    152 Answers
    No answers on this topic
    Lived up to sales and marketing promises
    100%
    Lived up to sales and marketing promises
    92 Answers
    No answers on this topic
    Implementation went as expected
    97%
    Implementation went as expected
    120 Answers
    No answers on this topic
    Best Alternatives
    GitLabCucumberStudio
    Small Businesses
    GitGuardian
    Score9 out of 10
    monday dev
    Score9.3 out of 10
    Medium-sized Companies
    No answers on this topic
    Planview AgilePlace
    Score7.4 out of 10
    Enterprises
    No answers on this topic
    Planview AgilePlace
    Score7.4 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    GitLabCucumberStudio
    Likelihood to Recommend
    8.6
    (168 ratings)
    9.0
    (1 ratings)
    Likelihood to Renew
    9.0
    (6 ratings)
    -
    (0 ratings)
    Usability
    8.8
    (20 ratings)
    -
    (0 ratings)
    Performance
    9.0
    (1 ratings)
    -
    (0 ratings)
    Support Rating
    10.0
    (12 ratings)
    9.0
    (1 ratings)
    Product Scalability
    10.0
    (1 ratings)
    -
    (0 ratings)
    User Testimonials
    GitLabCucumberStudio
    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
    SmartBear
    HipTest is good and helpful to create and run functional regressions but it is more complicated to use this tool to create and run API testing scenarios (it does not mean it can not be done). This tool is definitively not appropriate for running performance testing scenarios.
    Incentivized
    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
    SmartBear
    • Good integration with Jira
    • Includes integration with different tools for different porpuses
    • You can build your own framework to automate scenarios and make it work with Hiptest
    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
    SmartBear
    • UX is not too obvious and easy (like generating a data table in a scenario or including a scenario in a test run) but you can get used to it relatively easy by playing around with the options, also the documentation is helpful.
    • To get extra functionalities you have to pay for them separately.
    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
    SmartBear
    No answers on this topic
    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
    SmartBear
    No answers on this topic
    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
    SmartBear
    No answers on this topic
    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
    SmartBear
    No answers on this topic
    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
    SmartBear
    The tool includes a basic but complete documentation that can be very helpful to get started using the tool. The UX sometimes does not feel very easy to understand but after some use you can get familiar without reading the documentation. The webinars are not very useful for using the tool, I have seen a couple of them and they are actually focused on promoting their HipTest product to new users instead of being useful and educational for current users.
    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
    SmartBear
    No answers on this topic
    Scalability
    GitLab
    I think is very well designed, and like any VCS it works as intended
    Incentivized
    Read full review
    SmartBear
    No answers on this topic
    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
    SmartBear
    • It helps to have organization in our scenarios.
    • It helps to get regressions done faster than doing it manually
    • It helps to graphically see the progress and results of executions.
    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

    CucumberStudio Screenshots

    Screenshot of CucumberStudio empowers the whole team to read and refine executable specifications without needing technical tools. Business and technology teams can collaborate on acceptance criteria and bridge their gap.