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Devin (& Devin Desktop, formerly Windsurf) vs. GitLab

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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Devin

    Score9.1 out of 10
    N/ADevin is an autonomous software engineering platform from Cognition that can plan, write, run, test, and review code for engineering teams. The current product includes cloud-based agent workflows and Devin Desktop, which Cognition describes as the new name for Windsurf and positions as an IDE for managing local and cloud agents from one editor surface.

    $20

    per month

    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
    DevinGitLab
    Editions & Modules
    Pro
    $20
    per month
    Max
    $200
    per month
    Enterprise
    Contact Sales
    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
    DevinGitLab
    Free Trial
    YesYes
    Free/Freemium Version
    YesYes
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeOptional
    Additional Details—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
    DevinGitLab
    Considered Both Products
    Cognition AI, Inc.
    No answer on this topic
    GitLab
    No answer on this topic
    Key User Insights
    Would buy again
    No answers on this topic
    97%
    Would buy again
    150 Answers
    Delivers good value for the price
    No answers on this topic
    99%
    Delivers good value for the price
    135 Answers
    Happy with the feature set
    No answers on this topic
    99%
    Happy with the feature set
    152 Answers
    Lived up to sales and marketing promises
    No answers on this topic
    100%
    Lived up to sales and marketing promises
    92 Answers
    Implementation went as expected
    No answers on this topic
    97%
    Implementation went as expected
    120 Answers
    Best Alternatives
    DevinGitLab
    Small Businesses
    No answers on this topic
    GitGuardian
    Score9 out of 10
    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
    DevinGitLab
    Likelihood to Recommend
    8.0
    (1 ratings)
    8.6
    (168 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    9.0
    (6 ratings)
    Usability
    8.0
    (1 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
    DevinGitLab
    Likelihood to Recommend
    Cognition AI, Inc.
    If you already have technical knowledge and understanding of coding, Windsurf could be a valuable platform to debug and rewrite code. It was helpful to me to expand coding, since I am not a traditionally programmer. I was able to enhance my base code and functionality much quicker than manually trying.
    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
    Cognition AI, Inc.
    • Quick code isolation of sytax errors
    • quick suggestions on how to correct coding error
    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
    Cognition AI, Inc.
    • Windsurf is target to more medium to advanced users
    • Windsurf does fast debugging, but technical skills are needed.
    • Windsurf is not as intuitive as I initially thought.
    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
    Cognition AI, Inc.
    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
    Cognition AI, Inc.
    Windsurf is a good tool for developers with more than basic coding skills. I would recommend it as a tool to quickly mitigate coding errors and issues. I did not take a deeper dive into the integrated extensions, but the library of extensions appear to be solid. An experience developer could quickly launch this platform, scan and test coding, and resolve issues quickly. I did not test this for larger code sets.
    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
    Cognition AI, Inc.
    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
    Cognition AI, Inc.
    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
    Cognition AI, Inc.
    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
    Cognition AI, Inc.
    Windsurf would be more comparable to GitHub Copilot or Perplexity to me. I think it's more of a pure code debugging line by line than some of the other tools listed above, however, they all have some capabilities to rewrite and test new coding. It boils down to what toolset you are most comfortable with. I typically will work with two platforms with the same issue to see how it is approached and the differences.
    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
    Cognition AI, Inc.
    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
    Cognition AI, Inc.
    • ROI is significant time saved from debugging, rewriting code, and testing
    • AI generated development can test executable code in a controlled environment
    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

    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