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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

    Google Cloud Functions

    Score8.7 out of 10
    N/AGoogle Cloud Functions enables users to run code in the cloud with no servers or containers to manage. Cloud Functions is a scalable, pay-as-you-go functions as a service (FaaS) product to help build and connect event driven services with simple, single purpose code.N/A
    Pricing
    GitLabGoogle Cloud Functions
    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
    GitLabGoogle Cloud Functions
    Free Trial
    YesNo
    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.—
    More Pricing Information
    Community Pulse
    GitLabGoogle Cloud Functions
    Considered Both Products
    GitLab
    No answer on this topic
    Google
    No answer on this topic
    Key User Insights
    Would buy again
    97%
    Would buy again
    150 Answers
    No answers on this topic
    Delivers good value for the price
    99%
    Delivers good value for the price
    135 Answers
    No answers on this topic
    Happy with the feature set
    99%
    Happy with the feature set
    152 Answers
    No answers on this topic
    Lived up to sales and marketing promises
    100%
    Lived up to sales and marketing promises
    92 Answers
    No answers on this topic
    Implementation went as expected
    97%
    Implementation went as expected
    120 Answers
    No answers on this topic
    Features
    GitLabGoogle Cloud Functions
    Access Control and Security
    Comparison of Access Control and Security features of GitLab and Google Cloud Functions
    Feature
    GitLab
    -
    Ratings
    Google Cloud Functions
    7.5
    2 Ratings
    12% below category average
    Multiple Access Permission Levels (Create, Read, Delete)00 Ratings7.52 Ratings
    Single Sign-On (SSO)00 Ratings7.52 Ratings
    Reporting & Analytics
    Comparison of Reporting & Analytics features of GitLab and Google Cloud Functions
    Feature
    GitLab
    -
    Ratings
    Google Cloud Functions
    7.5
    2 Ratings
    13% above category average
    Dashboards00 Ratings7.52 Ratings
    Standard reports00 Ratings7.52 Ratings
    Custom reports00 Ratings7.52 Ratings
    Function as a Service (FaaS)
    Comparison of Function as a Service (FaaS) features of GitLab and Google Cloud Functions
    Feature
    GitLab
    -
    Ratings
    Google Cloud Functions
    7.3
    2 Ratings
    13% below category average
    Programming Language Diversity00 Ratings7.02 Ratings
    Runtime API Authoring00 Ratings6.52 Ratings
    Function/Database Integration00 Ratings8.52 Ratings
    DevOps Stack Integration00 Ratings7.52 Ratings
    Best Alternatives
    GitLabGoogle Cloud Functions
    Small Businesses
    GitGuardian
    Score9 out of 10
    IBM Cloud Functions
    Score6.5 out of 10
    Medium-sized Companies
    No answers on this topic
    AWS Lambda
    Score8.3 out of 10
    Enterprises
    No answers on this topic
    AWS Lambda
    Score8.3 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    GitLabGoogle Cloud Functions
    Likelihood to Recommend
    8.6
    (168 ratings)
    8.7
    (3 ratings)
    Likelihood to Renew
    9.0
    (6 ratings)
    -
    (0 ratings)
    Usability
    8.8
    (20 ratings)
    7.0
    (3 ratings)
    Performance
    9.0
    (1 ratings)
    -
    (0 ratings)
    Support Rating
    10.0
    (12 ratings)
    10.0
    (1 ratings)
    Product Scalability
    10.0
    (1 ratings)
    -
    (0 ratings)
    User Testimonials
    GitLabGoogle Cloud Functions
    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
    Any sort of transaction or complex logic that is going to take longer than 250ms or accesses resources that are protected by permissions, secrets, etc. is a great use case for a GCF. Some sort of "helper function" associated strictly with the UI inside browser would not be a good application of a GCF. It would not be crazy to create/debug some fairly complicated logic inside the browser/IDE and when perfected package it up as a Google Cloud Function. I have done that many times.
    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
    • integration with oAuth
    • integration with Firebase
    • integration with React Frontend
    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
    • Needing a zip file is problematic (when wanting to automate deployment for example).
    • Requires another solution to execute automatically (ex. cloud scheduler).
    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
    No answers on this topic
    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
    The console UI is pretty nasty. Managing various authentication/permissions configurations is just a nightmare. On the other hand, once you are over the hump it's not so bad. AWS Lambda is no better.
    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 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
    Google
    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
    Google
    Documentation is provided and clear for this service. Although GCP support is included in the current contract we didn't get to use it since the process is pretty straightforward.
    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
    It is easier to keep everything in house when we are using GCP or AWS. To mix Lambda with google cloud is not a best practice and will cause problems ahead. The segmentation is clear, if you are using google, you use Google Cloud Functions. if you are on Amazon, you use all AWS tools. You can't mix them. The price is set.
    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
    • For training purposes, it is free
    • Budgeting makes it cap the use
    • monitoring makes it predictable
    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