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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

    PDQ Deploy & Inventory

    Score9.2 out of 10
    N/APDQ.com headquartered in Salt Lake City offers PDQ Deploy, a software deployment tool used to keep Windows PCs up-to-date without bothering end users.

    $1,575

    per year per user

    Pricing
    GitLabPDQ Deploy & Inventory
    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
    GitLabPDQ Deploy & Inventory
    Free Trial
    YesYes
    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.PDQ was built by entrepreneurs & educators. Small businesses (<50 employees), nonprofits, and schools enjoy a 15% discount.
    More Pricing Information
    Best Alternatives
    GitLabPDQ Deploy & Inventory
    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
    GitLabPDQ Deploy & Inventory
    Likelihood to Recommend
    8.6
    (168 ratings)
    9.6
    (12 ratings)
    Likelihood to Renew
    9.0
    (6 ratings)
    10.0
    (2 ratings)
    Usability
    8.8
    (20 ratings)
    9.3
    (6 ratings)
    Performance
    9.0
    (1 ratings)
    -
    (0 ratings)
    Support Rating
    10.0
    (12 ratings)
    10.0
    (5 ratings)
    Product Scalability
    10.0
    (1 ratings)
    -
    (0 ratings)
    User Testimonials
    GitLabPDQ Deploy & Inventory
    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
    PDQ
    PDQ Inventory is great if you have a local network of computers on or off a domain. As long as you have a way to log into them with common credentials. Great for large organizations, particularly ones interconnected with VPNs. PDQ Inventory isn't so great for PCs that aren't connected to the same LAN the server is on. (i.e. non-vpn remote users) They used to have a remote agent you could install, but it was removed after numerous issues.
    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
    PDQ
    • Push out new software
    • Push out Updates to current software
    • Push out patches and updates that we don't have other ways to push out
    • Keep end-users updated with little involvement
    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
    PDQ
    • The facility to attempt re-deployment can be a bit easier to use, however, once you get used to it, it is OK.
    • The errors that it produces can be a bit cryptic, so could do with some sort of a verbose mode, when logging issues with packages being deployed.
    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
    PDQ
    PDQ is very useful and one of the tools that we use a lot.
    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
    PDQ
    The interface is straight forward and guides you through the process there. PDQ keeps track of the when new updates are made available writes the scripts and all l you need to do is push the button. (Mr George Jetson) Now with the download done you just sit back worry free and watch the software install in 1% of the time it would take to take care of the PC manually.
    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
    PDQ
    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
    PDQ
    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
    PDQ
    The built-in help menus and general ease of use render whatever systems support there might be almost irrelevant. There is stability in the system's simplicity; if you're in the position to use such a product, you're your own best friend. Simple web searches more often than not turn up the solution to any little niggles, such as what silent install switches specific applications require (a remarkably wide choice of options exist). System updates are timely and unobtrusive, installing in no time at all. Maybe I've just been lucky; if so, long may it continue!
    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
    PDQ
    This software was referred to us by an IT professional. Previously, we were installing the software with the help of remote desktop applications but it was very time consuming; it was wasting the user's time since he could not use his computer. After testing PDQ Deploy, we just never looked back.
    Incentivized
    Read full review
    Scalability
    GitLab
    I think is very well designed, and like any VCS it works as intended
    Incentivized
    Read full review
    PDQ
    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
    PDQ
    • Speed of deployment is very positive for new software setup, saving hours of testing and deployment locally
    • Made patching for large computer estate very efficient, another positive for staff not having to spend hours of patching individual machines
    • Works well for small team of IT's and again makes various repetitive tasks much easier
    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