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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

    Notion

    Score8.7 out of 10
    N/ANotion aims to present users with an all-in-one workspace — for notes, tasks, wikis, and databases, from Notion Labs in San Francisco.

    $5

    per month per user

    Pricing
    GitLabNotion
    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
    Free
    $0
    Plus
    $12
    per month per user
    Business
    $24
    per month per user
    Enterprise
    Custom Pricing
    Offerings
    Pricing Offerings
    GitLabNotion
    Free Trial
    YesYes
    Free/Freemium Version
    YesYes
    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.A discount is offered for annual billing.
    More Pricing Information
    Features
    GitLabNotion
    Project Management
    Comparison of Project Management features of GitLab and Notion
    Feature
    GitLab
    -
    Ratings
    Notion
    7.3
    79 Ratings
    6% below category average
    Task Management00 Ratings8.174 Ratings
    Gantt Charts00 Ratings6.846 Ratings
    Scheduling00 Ratings6.957 Ratings
    Workflow Automation00 Ratings6.355 Ratings
    Mobile Access00 Ratings7.272 Ratings
    Search00 Ratings7.975 Ratings
    Visual planning tools00 Ratings7.868 Ratings
    Communication
    Comparison of Communication features of GitLab and Notion
    Feature
    GitLab
    -
    Ratings
    Notion
    7.7
    76 Ratings
    4% below category average
    Chat00 Ratings6.129 Ratings
    Notifications00 Ratings7.568 Ratings
    Discussions00 Ratings7.249 Ratings
    Surveys00 Ratings6.820 Ratings
    Internal knowledgebase00 Ratings8.769 Ratings
    Integrates with Gmail and Google Hangouts00 Ratings8.98 Ratings
    Integrates with Outlook00 Ratings9.02 Ratings
    File Sharing & Management
    Comparison of File Sharing & Management features of GitLab and Notion
    Feature
    GitLab
    -
    Ratings
    Notion
    8.1
    76 Ratings
    1% above category average
    Versioning00 Ratings7.657 Ratings
    Video files00 Ratings7.649 Ratings
    Audio files00 Ratings7.343 Ratings
    Document collaboration00 Ratings8.571 Ratings
    Access control00 Ratings8.271 Ratings
    Advanced security features00 Ratings7.251 Ratings
    Integrates with Google Drive00 Ratings9.213 Ratings
    Device sync00 Ratings9.253 Ratings
    Best Alternatives
    GitLabNotion
    Small Businesses
    GitGuardian
    Score9 out of 10
    Flock
    Score9.5 out of 10
    Medium-sized Companies
    No answers on this topic
    Troop Messenger
    Score9.8 out of 10
    Enterprises
    No answers on this topic
    Cisco Business Edition 7000 (discontinued)
    Score9 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    GitLabNotion
    Likelihood to Recommend
    8.6
    (168 ratings)
    8.6
    (85 ratings)
    Likelihood to Renew
    9.0
    (6 ratings)
    10.0
    (1 ratings)
    Usability
    8.8
    (20 ratings)
    8.4
    (55 ratings)
    Performance
    9.0
    (1 ratings)
    -
    (0 ratings)
    Support Rating
    10.0
    (12 ratings)
    -
    (0 ratings)
    Data Sharing and Collaboration
    -
    (0 ratings)
    8.4
    (4 ratings)
    Data Sources
    -
    (0 ratings)
    4.7
    (4 ratings)
    Product Scalability
    10.0
    (1 ratings)
    -
    (0 ratings)
    User Testimonials
    GitLabNotion
    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
    Notion Labs, Inc
    If you want a customizable solution that can be adapted for just about any scenario, I recommend using Notion. If you need a solution that's easy to share with people outside your organization, Notion is great and allows individual or team permission-setting. If you want a turnkey solution, Notion might not be the best since it requires a fair bit of set-up. There are templates that can be purchased to handle this, but I haven't found them very helpful.
    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
    Notion Labs, Inc
    • I love that you can create nested pages, allowing for separate sections to organize information as needed.
    • I appreciate the convenience of effortlessly uploading images to any section.
    • I appreciate that when adding links, you can embed them so the website displays directly on the page.
    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
    Notion Labs, Inc
    • I use Notion on my personal tablet, and unlike on the computer, I have a lot of difficulty editing backgrounds, GIFs, and page dividers. It's not as user-friendly, and often the elements end up cut off or misaligned, which is frustrating.
    • While the current calendar feature is helpful, I'd love to see more customization options. The Google Calendar style isn't always ideal, especially for tasks without specific times or for ongoing projects that require daily maintenance.
    • It would be fantastic to have more flexibility in customizing Notion pages. For example, I'd love to create planners with the freedom to add illustration boxes, stickers, or GIFs without being restricted to a fixed layout.
    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
    Notion Labs, Inc
    We're too settled in the ecosystem and we have no major complaints with it. No reason to move unless you have a burning pain point
    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
    Notion Labs, Inc
    Very easy to use (I learned how to use everything on my own) and I was able to set up an entire ecosystem without any courses or other tools. I often say that Notion is like Lego for adults, because there we can use all the available tools to create a multitude of things, from funnels to projects with calculated deadlines and tags.
    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
    Notion Labs, Inc
    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
    Notion Labs, Inc
    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
    Notion Labs, Inc
    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
    Notion Labs, Inc
    The company uses both Notion and Trello within the company. Notion is more for North America employees while Trello is used between Operation team overseas and in North America. Sometimes it's a preference of how the tools look like for project management. I would say both Notion and Trello are nice tools and serves our needs.
    Incentivized
    Read full review
    Scalability
    GitLab
    I think is very well designed, and like any VCS it works as intended
    Incentivized
    Read full review
    Notion Labs, Inc
    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
    Notion Labs, Inc
    • It has streamlined our processes across various teams to all work from a signle source of truth
    • Maintaining this source of truth is a full time job
    • It has reduced our overall tool set by completely eliminating two other softwares we were paying for
    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