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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Enthought Canopy

    Score7 out of 10
    N/AAustin based Enthought offers their flagship scientific Python distribution, Canopy. The Canopy Geoscience (or Canopy Geo) variant of the product is a data analysis, exploration and visualization package optimized for geologists & geophysicists, and researchers in petroleum science.N/A

    GitLab

    Score8.7 out of 10
    N/AGitLab DevSecOps platform enables software innovation by aiming to empower development, security, and operations teams to build better software, faster. With GitLab, teams can create, deliver, and manage code quickly and continuously instead of managing disparate tools and scripts. GitLab helps teams across the complete DevSecOps lifecycle, from developing, securing, and deploying software. Differentiators, as described by Gitlab: Simplicity: With GitLab, DevSecOps can…

    $0

    per month per user

    Pricing
    Enthought CanopyGitLab
    Editions & Modules
    No answers on this topic
    GitLab Essential
    $0
    per month per user
    GitLab Premium
    $29
    per month per user
    GitLab Ultimate
    $99
    per month per user
    Offerings
    Pricing Offerings
    Enthought CanopyGitLab
    Free Trial
    NoYes
    Free/Freemium Version
    NoYes
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeOptional
    Additional Details——
    More Pricing Information
    Community Pulse
    Enthought CanopyGitLab
    Considered Both Products
    Enthought
    No answer on this topic
    GitLab
    No answer on this topic
    Key User Insights
    Would buy again
    No answers on this topic
    98%
    Would buy again
    125 Answers
    Delivers good value for the price
    No answers on this topic
    100%
    Delivers good value for the price
    114 Answers
    Happy with the feature set
    No answers on this topic
    98%
    Happy with the feature set
    126 Answers
    Lived up to sales and marketing promises
    No answers on this topic
    100%
    Lived up to sales and marketing promises
    81 Answers
    Implementation went as expected
    No answers on this topic
    97%
    Implementation went as expected
    101 Answers
    Best Alternatives
    Enthought CanopyGitLab
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    Visual Studio
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    PyCharm
    Score9.3 out of 10
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    Enterprises
    WebStorm
    Score9.6 out of 10
    No answers on this topic
    All AlternativesView all alternativesView all alternatives
    User Ratings
    Enthought CanopyGitLab
    Likelihood to Recommend
    6.0
    (2 ratings)
    8.9
    (142 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    9.9
    (4 ratings)
    Usability
    -
    (0 ratings)
    9.0
    (5 ratings)
    Support Rating
    -
    (0 ratings)
    9.1
    (11 ratings)
    User Testimonials
    Enthought CanopyGitLab
    Likelihood to Recommend
    Enthought
    Enthought Canopy is best suites for scripting data analytical concepts. It has a wide range of data analytical libraries and also is good for data visualization. I would not recommend using Enthought Canopy only as an IDE, there may be better options available. If you're looking for a good data simulation & visualization package, Canopy it is.
    Incentivized
    Read full review
    GitLab
    GitLab is good if you work a lot with code and do complex repository actions. It gives you a very good overview of what were the states of your branches and the files in them at different stages in time. It's also way easier and more efficient to write pipelines for CI\CD. It's easier to read and it's easier to write them. It takes fewer clicks to achieve the same things with GitLab than it does for competitor products.
    Incentivized
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    Pros
    Enthought
    • Providing scientific libraries, both open source and Enthought's own libraries which are excellent.
    • Training. They provide several courses in python for general use and for data analysis.
    • Debugging tools. Several IDEs provides tools for debugging, but I think they are insufficient or too general. Canopy has a special debugging tool, specially design for python.
    Read full review
    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
    Cons
    Enthought
    • Canopy does not support Python 3
    • There were times the Python shell crashed, and I would have to restart it
    • Some Python libraries are slow.
    Incentivized
    Read full review
    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
    Likelihood to Renew
    Enthought
    No answers on this topic
    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
    Usability
    Enthought
    No answers on this topic
    GitLab
    I find it easy to use, I haven't had to do the integration work, so that's why it is a 9/10, cause I can't speak to how easy that part was or the initial set up, but day to day use is great!
    Incentivized
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    Reliability and Availability
    Enthought
    No answers on this topic
    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
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    Performance
    Enthought
    No answers on this topic
    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
    Support Rating
    Enthought
    No answers on this topic
    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
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    Alternatives Considered
    Enthought
    Before Canopy with its python we were working with Matlab. We decided for Canopy against Matlab for two reasons: First, we believe that python together with NumPy or SciPy can achieve the objectives with less code and therefore less training, and second the prizes are much lower than matlab which is most robust, expensive and less intuitive. It's clear we are making the comparison with python and it has nothing to with canopy. But with Canopy you feel you have all those tools close together without the problem of configuration, besides a lot of personalized libraries that complements a typical python environment.
    Read full review
    GitLab
    Gitlab seems more cutting-edge than GitHub; however, its AI tools are not yet as mature as those of CoPilot. It feels like the next-generation product, so as we selected a tool for our startup, we decided to invest in the disruptor in the space. While there are fewer out-of-the-box templates for Gitlab, we have never discovered a lack of feature parity.
    Incentivized
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    Scalability
    Enthought
    No answers on this topic
    GitLab
    I think is very well designed, and like any VCS it works as intended
    Incentivized
    Read full review
    Return on Investment
    Enthought
    • Its easier to define KPI's with Enthought
    • It is good for reiteration and building on top of existing scripts
    • Its dedicated Python console makes it easier to execute projects.
    Incentivized
    Read full review
    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
    ScreenShots

    GitLab Screenshots

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