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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

    Sauce Labs

    Score6.8 out of 10
    N/ASauce Labs is a cloud-based platform for automated testing of desktop and mobile applications. It is designed to be instantly scalable, since it is optimized for continuous integration workflows. (The vendor says that when tests are automated and run in parallel on multiple virtual machines across many different browser, platform and device combinations, testing time is reduced and developer time is freed up from managing infrastructure.) The Sauce Labs testing cloud is intended to be paired…

    $19

    per month

    Pricing
    GitLabSauce Labs
    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
    Live Testing
    $19.00
    per month
    Virtual Cloud
    $149.00
    per month
    Offerings
    Pricing Offerings
    GitLabSauce Labs
    Free Trial
    YesYes
    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.Free service available for Open Source projects.
    More Pricing Information
    Community Pulse
    GitLabSauce Labs
    Considered Both Products
    GitLab
    No answer on this topic
    Sauce Labs
    Chose Sauce Labs
    We are due to run an RFP later on this year
    Incentivized
    Chose Sauce Labs
    The exceptional good customer support really made us go to Sauce labs vs. BrowserStack.
    Incentivized
    Key User Insights
    Would buy again
    97%
    Would buy again
    150 Answers
    90%
    Would buy again
    19 Answers
    Delivers good value for the price
    99%
    Delivers good value for the price
    135 Answers
    100%
    Delivers good value for the price
    19 Answers
    Happy with the feature set
    99%
    Happy with the feature set
    152 Answers
    95%
    Happy with the feature set
    20 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
    11 Answers
    Implementation went as expected
    97%
    Implementation went as expected
    120 Answers
    90%
    Implementation went as expected
    18 Answers
    Best Alternatives
    GitLabSauce Labs
    Small Businesses
    GitGuardian
    Score9 out of 10
    TestComplete
    Score8 out of 10
    Medium-sized Companies
    No answers on this topic
    OpenText UFT One
    Score8 out of 10
    Enterprises
    No answers on this topic
    SoapUI Open Source
    Score8.3 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    GitLabSauce Labs
    Likelihood to Recommend
    8.6
    (168 ratings)
    5.6
    (158 ratings)
    Likelihood to Renew
    9.0
    (6 ratings)
    9.3
    (20 ratings)
    Usability
    8.8
    (20 ratings)
    8.4
    (20 ratings)
    Availability
    -
    (0 ratings)
    10.0
    (4 ratings)
    Performance
    9.0
    (1 ratings)
    8.0
    (4 ratings)
    Support Rating
    10.0
    (12 ratings)
    8.3
    (15 ratings)
    Implementation Rating
    -
    (0 ratings)
    7.5
    (6 ratings)
    Configurability
    -
    (0 ratings)
    8.2
    (3 ratings)
    Ease of integration
    -
    (0 ratings)
    9.1
    (2 ratings)
    Product Scalability
    10.0
    (1 ratings)
    10.0
    (4 ratings)
    Vendor post-sale
    -
    (0 ratings)
    9.0
    (4 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    9.0
    (4 ratings)
    User Testimonials
    GitLabSauce Labs
    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
    Sauce Labs
    Having used some of the competitor's tools over the year I would say that SauceLabs provides a lot of value for money if you plan to run long sets of tests with high frequencies. Paying for a single slot means you can run tests whenever you want without creeping costs but it does make running tests in parallel require an extra slot. Currently, our test suite takes over three hours to run and at the moment it is cost prohibitive to purchase an extra slot. However, having access to live testing and integration with Appium is great.
    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
    Sauce Labs
    • Provides a comprehensive selection of browser and platform versions for test automation and CI/CD pipeline support
    • Provides a rich selection of browser/platform availability for customer issue reproduction
    • Provides a comprehensive set of virtual mobile device configurations for automation and availability
    • Sauce Labs' SaaS and self service tools work and perform well
    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
    Sauce Labs
    • I've had four changes in account managers over the past couple of years. They ranged from super experienced/advocate to some that seems relatively junior/a bit removed. I understand this happens but clarity on what I can expect with these partnerships would be valuable. What I've gotten in the end has varied dramatically.
    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
    Sauce Labs
    As we currently know, there's nothing on the market with a big feature set like saucelabs at their current price point. Along with the business not having to learn a whole new tool to use again and the ability to refresh our private devices and the continuously growing number of public devices available and features.
    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
    Sauce Labs
    It is an incredibly easy service to use for what its primary intention is. The only reason a point is deducted is because more feature enrichment can be done around the Sauce Connect Proxy utility and the Jenkins Sauce OnDemand plugin. User Account administration also needs more work, such as the addition of user groups, rather than a simple hierarchy of users.
    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
    Sauce Labs
    Yes, Sauce labs is always there, and it is easy to troubleshoot when you are having any connectivity issue, they always keep you informed when they plan to perform any type of maintenance window on their side in advance, so you can plan and will not affect your current work. I do not recall any outage.
    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
    Sauce Labs
    The time where they acquired TestObject and were trying to integrate their services would probably be the most annoying time. Annoying as features were in two separate places (websites) for example. But since the introduction of their unified platform, we haven't run into any issues as of yet and we've used them for at least 5-6 years now.
    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
    Sauce Labs
    The people here are just so friendly and personable. For instance, Tristan Lombard answered every single email with a very cheery tone and not only did he diagnose my issue, he also made sure to ask how my day was going. Keep it up
    Incentivized
    Read full review
    Implementation Rating
    GitLab
    No answers on this topic
    Sauce Labs
    I am not sure if it's my company that makes getting Sauce Labs integrated into the team difficult or is it Sauce Labs. The process for getting Sauce Labs for a project is quite a tedious process and the information for using Sauce Labs initially is quite lacking. There is little support for getting started
    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
    Sauce Labs
    We have also tested out Browser Stack, which at the time was more geared towards manual testing. Although it appeared to support more mobile devices/browsers, we also wanted something that can plugin in easily with our existing Selenium test scripts. Sauce Labs was definitely more geared towards our goals at the moment which were to automation functional/regression testing and build it into our release pipeline.
    Incentivized
    Read full review
    Scalability
    GitLab
    I think is very well designed, and like any VCS it works as intended
    Incentivized
    Read full review
    Sauce Labs
    With private devices, you have full reign over usage of them, so no complaints there. Public devices are available if no one else is using it, which is understandable. Browser VMs are based on number of open sessions and Saucelabs give you a certain number depending on what you need. If you need more, then you pay for more. It is as simple as that. You need more devices, then you can pay for more private ones too. A workaround for public devices is to pick the first available one and not be too picky, that's if you are able to of course.
    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
    Sauce Labs
    • Eh... Negligible? Being on AWS West makes it quite a few hops for us, so the process times out every now and again. That is frustrating.
    • I can't really speak to the dollars, as I am not privy to the information.
    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

    Sauce Labs Screenshots

    Screenshot of Sauce Labs UI optimized for continuous integration workflows.