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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

    Salesforce Data 360

    Score8.5 out of 10
    N/ASalesforce Data 360 (formerly Salesforce Data Cloud, or Salesforce Genie) is a solution to put data to work for customers. It is deeply embedded in the Einstein 1 Platform, which means any external data lake or warehouse can now drive actions and workflows inside of the Salesforce CRM.

    $108,000

    per year per org

    Pricing
    GitLabSalesforce Data 360
    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
    Data Cloud for Marketing
    $108000
    per year per org
    Offerings
    Pricing Offerings
    GitLabSalesforce Data 360
    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
    GitLabSalesforce Data 360
    Considered Both Products
    GitLab
    No answer on this topic
    Salesforce
    No answer on this topic
    Key User Insights
    Would buy again
    97%
    Would buy again
    150 Answers
    100%
    Would buy again
    12 Answers
    Delivers good value for the price
    99%
    Delivers good value for the price
    135 Answers
    100%
    Delivers good value for the price
    10 Answers
    Happy with the feature set
    99%
    Happy with the feature set
    152 Answers
    100%
    Happy with the feature set
    12 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
    100%
    Implementation went as expected
    11 Answers
    Features
    GitLabSalesforce Data 360
    Data Source Connection
    Comparison of Data Source Connection features of GitLab and Salesforce Data 360
    Feature
    GitLab
    -
    Ratings
    Salesforce Data 360
    8.0
    9 Ratings
    5% below category average
    Connect to traditional data sources00 Ratings8.19 Ratings
    Connecto to Big Data and NoSQL00 Ratings7.86 Ratings
    Data Transformations
    Comparison of Data Transformations features of GitLab and Salesforce Data 360
    Feature
    GitLab
    -
    Ratings
    Salesforce Data 360
    7.9
    10 Ratings
    3% below category average
    Simple transformations00 Ratings8.810 Ratings
    Complex transformations00 Ratings7.010 Ratings
    Data Modeling
    Comparison of Data Modeling features of GitLab and Salesforce Data 360
    Feature
    GitLab
    -
    Ratings
    Salesforce Data 360
    7.8
    10 Ratings
    2% below category average
    Data model creation00 Ratings8.310 Ratings
    Metadata management00 Ratings7.89 Ratings
    Business rules and workflow00 Ratings8.010 Ratings
    Collaboration00 Ratings7.710 Ratings
    Testing and debugging00 Ratings7.510 Ratings
    Data Governance
    Comparison of Data Governance features of GitLab and Salesforce Data 360
    Feature
    GitLab
    -
    Ratings
    Salesforce Data 360
    7.0
    10 Ratings
    14% below category average
    Integration with data quality tools00 Ratings7.510 Ratings
    Integration with MDM tools00 Ratings6.48 Ratings
    Best Alternatives
    GitLabSalesforce Data 360
    Small Businesses
    GitGuardian
    Score9 out of 10
    Skyvia
    Score10 out of 10
    Medium-sized Companies
    No answers on this topic
    IBM InfoSphere Information Server
    Score10 out of 10
    Enterprises
    No answers on this topic
    SolarWinds Task Factory
    Score8.3 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    GitLabSalesforce Data 360
    Likelihood to Recommend
    8.6
    (168 ratings)
    8.2
    (12 ratings)
    Likelihood to Renew
    9.0
    (6 ratings)
    6.0
    (1 ratings)
    Usability
    8.8
    (20 ratings)
    8.2
    (12 ratings)
    Performance
    9.0
    (1 ratings)
    -
    (0 ratings)
    Support Rating
    10.0
    (12 ratings)
    -
    (0 ratings)
    Product Scalability
    10.0
    (1 ratings)
    -
    (0 ratings)
    User Testimonials
    GitLabSalesforce Data 360
    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
    Salesforce
    Great tool for client management, sales tracking, cases studies. Using is as the source of truth for all client communication. Allowing more integration options for cc and ACH payments. Right now the options are limited and only integrate with strict processing capabilities that are not always in the businesses best interest.
    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
    Salesforce
    • Allows use to bring external data into Salesforce as zero-copy
    • Is able to present data using standard Salesforce reports familiar to our users
    • Allows us to establish multiple relationships between our CRM data and the external data to contextualize the imported data.
    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
    Salesforce
    • pricing or costing visibilty, we can't estimate what would be consumption this month and suddenly we get surprised
    • CI/CD can be improved, that looks a difficult and hard
    • Also sandbox comes with many limitation so very hard to replicate production like environment to test
    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
    Salesforce
    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
    Salesforce
    Most of the daily use features, are very usr friendly, intuitive, every end user can learn how to manage and operate basic activities such as enter information, send an email, send a campaign, create an email marketing template, run a report on the renewals for the month, open and close a support case, create new account or a new contact, etc
    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
    Salesforce
    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
    Salesforce
    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
    Salesforce
    No answers on this topic
    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
    Salesforce
    we have evaluated Snowflake, adobe rt-cdp as well. They also offer a very strong capabilities but the Data 360 is more suitable for us because of the same Salesforce ecosystem. The main key factor is without any custom code we were able to include it into our automations. And ofcourse with agentforce already in plans, we had to pick Data 360
    Incentivized
    Read full review
    Scalability
    GitLab
    I think is very well designed, and like any VCS it works as intended
    Incentivized
    Read full review
    Salesforce
    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
    Salesforce
    • Salesforce Data Cloud has a positive impact on me as a realtor because it is easy to generate reports on customer data and see what is needed to be bumped to the next level. We have to earn a certain commission by the end of the year and it makes it easy to see how close you are
    • It has a positive impact on keeping track of customers because it is nice to have it all in one place which is a nice time saver
    • I like that you can even see customer info from other agents making it nice to compare and try and pass others
    • Makes the customers journey smooth sailing because everything is in one place
    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