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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

    TestMu AI (Formerly LambdaTest)

    Score8.9 out of 10
    Mid-Size Companies (51-1,000 employees)
    TestMu AI (formerly LambdaTest) is a full-stack, AI-native quality engineering platform that lets teams plan, author, execute and analyse software quality in one place, across web, mobile and AI applications. Performance and load testing: TestMu AI runs JMeter .jmx plans and Gatling simulations unchanged, at protocol level, on managed cloud load generators that are provisioned for each run across six regions and removed when it ends, so there is no load…

    $19

    per month per user

    Pricing
    GitLabTestMu AI (Formerly LambdaTest)
    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
    Virtual Live
    $19
    per month Parallel Test
    Real Device Plus Live
    $49
    per month 1 parallel test
    Test Manager
    $59
    per month per seat
    Web Automation on Desktop
    $99
    per month Parallel Test
    Virtual Automation Cloud
    $159
    per month Parallel Test
    HyperExecute Cloud (Multi OS)
    $199
    per month Parallel Test
    Real Device + Automation Cloud
    $249
    per month Parallel Test
    SmartUI Visual Regression
    $269
    per month Parallel Test
    Kane AI (Mobile + Web)
    $349
    per month Parallel Test
    Enterprise
    Custom Pricing
    Parallel Test
    HyperExecute On-Premise
    Custom Pricing
    per parallel test
    Offerings
    Pricing Offerings
    GitLabTestMu AI (Formerly LambdaTest)
    Free Trial
    YesYes
    Free/Freemium Version
    YesYes
    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.Discount available for annual pricing.
    More Pricing Information
    Community Pulse
    GitLabTestMu AI (Formerly LambdaTest)
    Considered Both Products
    GitLab
    No answer on this topic
    TestMu AI
    No answer on this topic
    Key User Insights
    Would buy again
    97%
    Would buy again
    150 Answers
    98%
    Would buy again
    105 Answers
    Delivers good value for the price
    99%
    Delivers good value for the price
    135 Answers
    98%
    Delivers good value for the price
    99 Answers
    Happy with the feature set
    99%
    Happy with the feature set
    152 Answers
    100%
    Happy with the feature set
    107 Answers
    Lived up to sales and marketing promises
    100%
    Lived up to sales and marketing promises
    92 Answers
    97%
    Lived up to sales and marketing promises
    75 Answers
    Implementation went as expected
    97%
    Implementation went as expected
    120 Answers
    97%
    Implementation went as expected
    89 Answers
    Best Alternatives
    GitLabTestMu AI (Formerly LambdaTest)
    Small Businesses
    GitGuardian
    Score9 out of 10
    No answers on this topic
    Medium-sized Companies
    No answers on this topic
    No answers on this topic
    Enterprises
    No answers on this topic
    No answers on this topic
    All AlternativesView all alternativesView all alternatives
    User Ratings
    GitLabTestMu AI (Formerly LambdaTest)
    Likelihood to Recommend
    8.6
    (168 ratings)
    9.0
    (118 ratings)
    Likelihood to Renew
    9.0
    (6 ratings)
    8.7
    (7 ratings)
    Usability
    8.8
    (20 ratings)
    9.1
    (70 ratings)
    Availability
    -
    (0 ratings)
    10.0
    (1 ratings)
    Performance
    9.0
    (1 ratings)
    9.0
    (1 ratings)
    Support Rating
    10.0
    (12 ratings)
    10.0
    (7 ratings)
    Implementation Rating
    -
    (0 ratings)
    9.0
    (2 ratings)
    Configurability
    -
    (0 ratings)
    8.0
    (1 ratings)
    Contract Terms and Pricing Model
    -
    (0 ratings)
    9.0
    (1 ratings)
    Ease of integration
    -
    (0 ratings)
    10.0
    (1 ratings)
    Product Scalability
    10.0
    (1 ratings)
    10.0
    (1 ratings)
    Vendor post-sale
    -
    (0 ratings)
    9.0
    (1 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    9.0
    (1 ratings)
    User Testimonials
    GitLabTestMu AI (Formerly LambdaTest)
    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
    TestMu AI
    One day, I needed to test a specific issue that was occurring only on Pixel phones. I turned to LambdaTest, quickly identified the problem, and was able to fix it. There hasn't been a situation where I felt LambdaTest didn't help, it's my go-to solution for testing, as it solves many problems.
    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
    TestMu AI
    • Very accessible as multiple users can be added in each subscription
    • Very reliable as it is very close to the actual device when it comes to operating system and version behavior
    • There are a lot of options for devices and browsers that users can choose from when it comes to emulating and testing
    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
    TestMu AI
    • More real devices should be added like I have Samsung mobile but it was not in the list
    • It takes time in checking the link on LambdaTest if we compare with real mobiles
    • Sometimes exact results are not matching as from real mobiles
    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
    TestMu AI
    The reason i have given the 10 points becasue the problem LambdaTest solves is providing access to all devices in one place, allowing developers to identify the same errors they would encounter on real devices. This makes life much easier, especially for developers who regularly face cross-device functionality issues. It's a big plus point that positions LambdaTest as an all-in-one solution.
    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
    TestMu AI
    Because of the ease of use of the platform, we just save a lot of time and effort with this as its a feature rich solution, we just need to upload app binary once and for everytime we need to test on a different device we can just directly install that binary on the device without the pain of reupload.
    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
    TestMu AI
    yes always available
    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
    TestMu AI
    haven't found any glitch while using this
    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
    TestMu AI
    The customer support team is very active and cooperative. Once, I contacted them in their off timings because of an issue, I got an instant reply from the executive and he resolved the issue very efficiently. This is why we have been using LambdaTest for more than two years. It is best suited for us.
    Read full review
    Implementation Rating
    GitLab
    No answers on this topic
    TestMu AI
    Implementation of Lambdatest was very easy for different project requirements.
    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
    TestMu AI
    While BrowserStack is also a well-established platform, we found LambdaTest to offer similar and even better features at reasonable pricing. LambdaTest is more cost-effective than BrowserStack. LambdaTest provides a free forever plan, while BrowserStack does not. Even manual testing plans are better priced than BrowserStack’s. In terms of UI and onboarding, we found LambdaTest more user-friendly as well.
    Read full review
    Scalability
    GitLab
    I think is very well designed, and like any VCS it works as intended
    Incentivized
    Read full review
    TestMu AI
    not all department, but we're using for our clients
    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
    TestMu AI
    • Automation testing has a bit of a learning curve
    • Lack of real device keep that bug in your head if not on the website.
    • Need to wait for a while for a new OS or browser version on the contrary of immediate availability in case of owning a lab
    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

    TestMu AI (Formerly LambdaTest) Screenshots

    Screenshot of An automated screenshot.Screenshot of Mobile-browser-testingScreenshot of Automation testing on LambdatestScreenshot of Some of the available integrations.Screenshot of Real-time testingScreenshot of Responsive testing