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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

    Looker

    Score8.1 out of 10
    N/ALooker is a BI application with an analytics-oriented application server that sits on top of relational data stores. It includes an end-user interface for exploring data, a reusable development paradigm for data discovery, and an API for supporting data in other systems.N/A
    Pricing
    GitLabLooker
    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
    GitLabLooker
    Free Trial
    YesYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    YesYes
    Entry-level Setup FeeOptionalRequired
    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.Must contact sales team for pricing.
    More Pricing Information
    Features
    GitLabLooker
    BI Standard Reporting
    Comparison of BI Standard Reporting features of GitLab and Looker
    Feature
    GitLab
    -
    Ratings
    Looker
    7.4
    134 Ratings
    10% below category average
    Pixel Perfect reports00 Ratings6.5110 Ratings
    Customizable dashboards00 Ratings8.2133 Ratings
    Report Formatting Templates00 Ratings7.5115 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of GitLab and Looker
    Feature
    GitLab
    -
    Ratings
    Looker
    6.8
    132 Ratings
    16% below category average
    Drill-down analysis00 Ratings6.3128 Ratings
    Formatting capabilities00 Ratings6.6130 Ratings
    Integration with R or other statistical packages00 Ratings5.655 Ratings
    Report sharing and collaboration00 Ratings8.8131 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of GitLab and Looker
    Feature
    GitLab
    -
    Ratings
    Looker
    7.9
    128 Ratings
    4% below category average
    Publish to Web00 Ratings7.7105 Ratings
    Publish to PDF00 Ratings7.8113 Ratings
    Report Versioning00 Ratings7.984 Ratings
    Report Delivery Scheduling00 Ratings8.2110 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of GitLab and Looker
    Feature
    GitLab
    -
    Ratings
    Looker
    6.6
    128 Ratings
    19% below category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings7.7124 Ratings
    Location Analytics / Geographic Visualization00 Ratings7.5110 Ratings
    Predictive Analytics00 Ratings4.66 Ratings
    Access Control and Security
    Comparison of Access Control and Security features of GitLab and Looker
    Feature
    GitLab
    -
    Ratings
    Looker
    7.3
    128 Ratings
    15% below category average
    Multi-User Support (named login)00 Ratings7.5120 Ratings
    Role-Based Security Model00 Ratings7.2105 Ratings
    Multiple Access Permission Levels (Create, Read, Delete)00 Ratings7.2122 Ratings
    Report-Level Access Control00 Ratings7.360 Ratings
    Mobile Capabilities
    Comparison of Mobile Capabilities features of GitLab and Looker
    Feature
    GitLab
    -
    Ratings
    Looker
    5.2
    95 Ratings
    39% below category average
    Responsive Design for Web Access00 Ratings4.991 Ratings
    Mobile Application00 Ratings5.01 Ratings
    Dashboard / Report / Visualization Interactivity on Mobile00 Ratings5.885 Ratings
    Best Alternatives
    GitLabLooker
    Small Businesses
    GitGuardian
    Score9 out of 10
    Cyfe
    Score4 out of 10
    Medium-sized Companies
    No answers on this topic
    Qlik Cloud Analytics (Qlik Sense)
    Score8.1 out of 10
    Enterprises
    No answers on this topic
    Sisense
    Score6.9 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    GitLabLooker
    Likelihood to Recommend
    8.6
    (168 ratings)
    8.0
    (134 ratings)
    Likelihood to Renew
    9.0
    (6 ratings)
    9.2
    (8 ratings)
    Usability
    8.8
    (20 ratings)
    8.8
    (12 ratings)
    Availability
    -
    (0 ratings)
    10.0
    (1 ratings)
    Performance
    9.0
    (1 ratings)
    6.0
    (1 ratings)
    Support Rating
    10.0
    (12 ratings)
    8.8
    (14 ratings)
    Implementation Rating
    -
    (0 ratings)
    10.0
    (1 ratings)
    Configurability
    -
    (0 ratings)
    10.0
    (1 ratings)
    Contract Terms and Pricing Model
    -
    (0 ratings)
    10.0
    (1 ratings)
    Data Sharing and Collaboration
    -
    (0 ratings)
    8.5
    (51 ratings)
    Data Sources
    -
    (0 ratings)
    7.3
    (51 ratings)
    Ease of integration
    -
    (0 ratings)
    10.0
    (1 ratings)
    Product Scalability
    10.0
    (1 ratings)
    10.0
    (1 ratings)
    Professional Services
    -
    (0 ratings)
    10.0
    (1 ratings)
    Vendor post-sale
    -
    (0 ratings)
    10.0
    (1 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    10.0
    (1 ratings)
    User Testimonials
    GitLabLooker
    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
    Google
    When data drives potential for new orders, Looker earns its place in our tech stack. If, on the other hand, we are hoping for pipeline generation, Looker is useful if you are willing to repeatedly go check customer utilizations .... it is not appropriate if you are hoping to automate data analysis for this purpose.
    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
    Google
    • Show visited pages - sessions, pageviews - which programs are viewed the most.
    • Displays session source/medium views to see where users are coming from.
    • It shows the video titles, URLs, and event counts so we can monitor the performance of our videos.
    • It gives a graphic face to the numbers, such as using bar charts, pie graphs, and other charts to show user trends or which channels are driving engagement.
    • Our clients like to see the top pages visited for a month.
    • I like the drop-and-drag approach, and building charts is a little easier than it was before.
    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
    Google
    • Documentation is scarce, and very difficult to find when you need it.
    • Pricing is unclear, particularly as you look to scale your reports across the business.
    • Data from other sources is not represented in the system as well as first party Google services.
    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
    Google
    I give it this rating because it deems as effective, I am able to complete majority of my tasks using this app. It is very helpful when analyzing the data provided and shown in the app and it's just overall a great app for Operational use, despite the small hiccups it has (live data).
    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
    Google
    Looker is relatively easy to use, even as it is set up. The customers for the front-end only have issues with the initial setup for looker ml creations. Other "looks" are relatively easy to set up, depending on the ETL and the data which is coming into Looker on a regular basis.
    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
    Google
    No objections
    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
    Google
    Somehow resources heavy, both on server and client. I recommned at least 50Mbs data rate and high performance desktop comouter to be abke to run comolex tasks and configure larger amount of data. On the other hand, the client does not need to worry when viewing, the performance is usually ok
    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
    Google
    Never had to work with support for issues. Any questions we had, they would respond promptly and clearly. The one-time setup was easy, by reading documentation. If the feature is not supported, they will add a feature request. In this case, LDAP support was requested over OKTA. They are looking into it.
    Incentivized
    Read full review
    Implementation Rating
    GitLab
    No answers on this topic
    Google
    Very satisfied, easy to implement
    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
    Google
    Looker Studio, you can easily report on data from various sources without programming. Looker Studio is available at no charge for creators and report viewers. Enterprise customers who upgrade to Looker Studio Pro will receive support and expanded administrative features, including team content management. So it's good.
    Incentivized
    Read full review
    Contract Terms and Pricing Model
    GitLab
    No answers on this topic
    Google
    Perfect price to performance
    Incentivized
    Read full review
    Scalability
    GitLab
    I think is very well designed, and like any VCS it works as intended
    Incentivized
    Read full review
    Google
    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
    Google
    • Looker has a poignant impact on our business's ROI objectives. As an advertising exchange we have specific goals for daily requests and fill, and having premade Looks to monitor this is an integral piece of our operational capability
    • To facilitate an efficient monthly billing cycle in our organization, Looker is essential to track estimated revenue and impression delivery by publisher. Without the Looks we have set up, we would spend considerably more time and effort segmenting revenue by vertical.
    • Looker's unique value proposition is making analytical tools more digestible to people without conventional analytical experience. Other competing tools like Tableau require considerably more training and context to successfully use, and the ability to easily plot different visualizations is one of its greatest selling points.
    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

    Looker Screenshots

    Screenshot of a Looker dashboard with a geo chart.