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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Posit

    Score10 out of 10
    N/APosit, formerly RStudio, is a modular data science platform, combining open source and commercial products.N/A

    Spyder

    Score8.7 out of 10
    N/ASpyder is a free and open source scientific environment for Python. It combines advanced editing, analysis, debugging, and profiling, with data exploration, interactive execution, deep inspection, and visualization capabilities. Spyder is sponsored by open source supporters QuanSight, and NumFOCUS, as well as individual donors.

    $0

    per month

    Pricing
    PositSpyder
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    PositSpyder
    Free Trial
    YesNo
    Free/Freemium Version
    YesYes
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeOptionalNo setup fee
    Additional Details——
    More Pricing Information
    Community Pulse
    PositSpyder
    Considered Both Products
    Posit (formerly RStudio)
    Chose Posit
    Python IDEs like Spyder or Jupyter Notebooks are not steady and stable as compared to RStudio.
    The newer version of Python or Installing new Library corrupted the Spyder or Jupyter Notebook versions, not same with RStudio!
    There are not easily available tools like RShiny in order …
    Incentivized
    Chose Posit
    Spyder allows auto-write and recommendations in code, RStudio could potentially offer such integrations easily.
    Incentivized
    Chose Posit
    Far better integrated and easy to use. The only full-blown Python IDE is PyCharm, and it is a monolith. I used Spyder instead. I was very happy when RStudio added Python support so I can ditch Jupyter Notebooks, which really isn't an IDE but is more like RMarkdown, a small …
    Incentivized
    Chose Posit
    RStudio is great tool with cross language integration with minimal changes.
    RStudio support team is very prompt and informative.
    Simple installation setup.
    Incentivized
    Chose Posit
    While many of these are great, RStudio is the best for R work. There is also native support in the IDE for combining other languages, like Python, into workflows easily so work across languages can be handled in one location.
    Incentivized
    Open Source
    Chose Spyder
    I think Spyder doesn't stack up as well as other IDEs due to its many limitations. But it is available for free and that is one advantage it has over its competitors.
    Incentivized
    Chose Spyder
    First of all, for PyCharm, the layout is better than Spyder from my own experience and interaction. However, Spyder can allow you to arrange the layout by yourself but the layout for PyCharm is fixed. Second, if you choose PyCharm Professional, you need to pay an annual fee to …
    Incentivized
    Key User Insights
    Would buy again
    100%
    Would buy again
    44 Answers
    100%
    Would buy again
    8 Answers
    Delivers good value for the price
    100%
    Delivers good value for the price
    44 Answers
    100%
    Delivers good value for the price
    8 Answers
    Happy with the feature set
    95%
    Happy with the feature set
    42 Answers
    88%
    Happy with the feature set
    7 Answers
    Lived up to sales and marketing promises
    100%
    Lived up to sales and marketing promises
    28 Answers
    86%
    Lived up to sales and marketing promises
    6 Answers
    Implementation went as expected
    97%
    Implementation went as expected
    38 Answers
    100%
    Implementation went as expected
    8 Answers
    Features
    PositSpyder
    Platform Connectivity
    Comparison of Platform Connectivity features of Posit and Spyder
    Feature
    Posit
    9.3
    27 Ratings
    11% above category average
    Spyder
    -
    Ratings
    Connect to Multiple Data Sources8.026 Ratings00 Ratings
    Extend Existing Data Sources10.027 Ratings00 Ratings
    Automatic Data Format Detection10.026 Ratings00 Ratings
    Data Exploration
    Comparison of Data Exploration features of Posit and Spyder
    Feature
    Posit
    9.0
    27 Ratings
    7% above category average
    Spyder
    -
    Ratings
    Visualization8.027 Ratings00 Ratings
    Interactive Data Analysis10.024 Ratings00 Ratings
    Data Preparation
    Comparison of Data Preparation features of Posit and Spyder
    Feature
    Posit
    10.0
    26 Ratings
    20% above category average
    Spyder
    -
    Ratings
    Interactive Data Cleaning and Enrichment10.024 Ratings00 Ratings
    Data Transformations10.026 Ratings00 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of Posit and Spyder
    Feature
    Posit
    10.0
    22 Ratings
    17% above category average
    Spyder
    -
    Ratings
    Multiple Model Development Languages and Tools10.022 Ratings00 Ratings
    Single platform for multiple model development10.022 Ratings00 Ratings
    Self-Service Model Delivery10.019 Ratings00 Ratings
    Model Deployment
    Comparison of Model Deployment features of Posit and Spyder
    Feature
    Posit
    9.9
    18 Ratings
    15% above category average
    Spyder
    -
    Ratings
    Flexible Model Publishing Options10.018 Ratings00 Ratings
    Security, Governance, and Cost Controls9.915 Ratings00 Ratings
    Best Alternatives
    PositSpyder
    Small Businesses
    RapidMiner
    Score8.9 out of 10
    Visual Studio
    Score8.8 out of 10
    Medium-sized Companies
    Anaconda
    Score8.8 out of 10
    PyCharm
    Score9.3 out of 10
    Enterprises
    IBM Watson Studio
    Score10 out of 10
    WebStorm
    Score9.6 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    PositSpyder
    Likelihood to Recommend
    10.0
    (123 ratings)
    8.7
    (8 ratings)
    Likelihood to Renew
    9.7
    (17 ratings)
    -
    (0 ratings)
    Usability
    8.0
    (4 ratings)
    8.0
    (2 ratings)
    Availability
    9.4
    (3 ratings)
    -
    (0 ratings)
    Support Rating
    8.9
    (9 ratings)
    8.0
    (2 ratings)
    Implementation Rating
    9.3
    (4 ratings)
    -
    (0 ratings)
    Configurability
    10.0
    (1 ratings)
    -
    (0 ratings)
    Product Scalability
    8.2
    (3 ratings)
    -
    (0 ratings)
    User Testimonials
    PositSpyder
    Likelihood to Recommend
    Posit (formerly RStudio)
    In my humble opinion, if you are working on something related to Statistics, RStudio is your go-to tool. But if you are looking for something in Machine Learning, look out for Python. The beauty is that there are packages now by which you can write Python/SQL in R. Cross-platform functionality like such makes RStudio way ahead of its competition. A couple of chinks in RStudio armor are very small and can be considered as nagging just for the sake of argument. Other than completely based on programming language, I couldn't find significant drawbacks to using RStudio. It is one of the best free software available in the market at present.
    Incentivized
    Read full review
    Open Source
    Spyder is an open-source Python IDE designed for the movement of data science work. Spyder comes with an Anaconda package manager distribution, so depending on your setup you may have installed it on your machine.
    Spyder includes most of the "standard IDE" features you can expect, such as a strong syntax code editor, Python code rendering, and an integrated text browser.
    Spyder is used when we want to develop a code that is useful and able to explore proper documentation of the code that has been written. We use Spyder to perform data-related operations like filtration, cleaning, and enhancing the data qualities. There some cases where it is less appropriate like working in an environment, creating dashboards of data visualizations and plots.
    Read full review
    Pros
    Posit (formerly RStudio)
    • The support is incredibly professional and helpful, and they often go out of their way to help me when something doesn't work.
    • The one-click publishing from RStudio Connect is absolutely amazing, and I really like the way that it deploys your exact package versions, because otherwise, you can get in a terrible mess.
    • Python doesn't feel quite as native as R at the moment but I have definitely deployed stuff in R and Python that works beautifully which is really nice indeed.
    Incentivized
    Read full review
    Open Source
    • Provides wider screen to read and write code and flexibility to adjust size as per requirement.
    • While running the code it provide the variable overview and memory overview
    • Lightweight and easily available in Anaconda Navigator
    • Multiple compilation options are available
    • Works well for data analytics, Django, Flask and Fast API frameworks
    Incentivized
    Read full review
    Cons
    Posit (formerly RStudio)
    • Python integration is newer and still can be rough, especially with when using virtual environments.
    • RStudio Connect pricing feels very department focused, not quite an enterprise perspective.
    • Some of the RStudio packages don't follow conventional development guidelines (API breaking changes with minor version numbers) which can make supporting larger projects over longer timeframes difficult.
    Incentivized
    Read full review
    Open Source
    • Colors in code format
    • Add a broadcast to share the project with friends
    • Contains more than one important language such as Python
    Read full review
    Likelihood to Renew
    Posit (formerly RStudio)
    There is no viable alternative right now. The toolset is good and the functionality is increasing with every release. It is backed by regular releases and ongoing development by the RStudio team. There is good engagement with RStudio directly when support is required. Also there's a strong and growing community of developers who provide additional support and sample code.
    Incentivized
    Read full review
    Open Source
    No answers on this topic
    Usability
    Posit (formerly RStudio)
    For someone who learns how to use the software and picks up on the "language" of R, it's very easy to use. For beginners, it can be hard and might require a course, as well as the appropriate statistical training to understand what packages to use and when
    Incentivized
    Read full review
    Open Source
    It is fairly straightforward to use. Pretty much good to go as soon as you install it. The IDE itself is very user friendly, and it is only limited by whatever limitations Python has as a language. Great for those who want to run their scripts quickly or do some Python programming without fussing.
    Incentivized
    Read full review
    Reliability and Availability
    Posit (formerly RStudio)
    RStudio is very available and cheap to use. It needs to be updated every once in a while, but the updates tend to be quick and they do not hinder my ability to make progress. I have not experienced any RStudio outages, and I have used the application quite a bit for a variety of statistical analyses
    Incentivized
    Read full review
    Open Source
    No answers on this topic
    Support Rating
    Posit (formerly RStudio)
    Since R is trendy among statisticians, you can find lots of help from the data science/ stats communities. If you need help with anything related to RStudio or R, google it or search on StackOverflow, you might easily find the solution that you are looking for.
    Incentivized
    Read full review
    Open Source
    Most of data scientists or data engineers are either using ec2 on the cloud or Atom or PyCharm locally. It is a bit hard to find people who are still using Spyder and have the sight of the IDE and can help you to answer your question.
    Incentivized
    Read full review
    Implementation Rating
    Posit (formerly RStudio)
    We did it at the individual level: anyone willing to code in R can use it. No real deployment involved.
    Read full review
    Open Source
    No answers on this topic
    Alternatives Considered
    Posit (formerly RStudio)
    RStudio was provided as the most customizable. It was also strictly the most feature-rich as far as enabling our organization to script, run, and make use of R open-source packages in our data analysis workstreams. It also provided some support for python, which was useful when we had R heavy code with some python threaded in. Overall we picked Rstudio for the features it provided for our data analysis needs and the ability to interface with our existing resources.
    Incentivized
    Read full review
    Open Source
    I think Spyder doesn't stack up as well as other IDEs due to its many limitations. But it is available for free and that is one advantage it has over its competitors
    Incentivized
    Read full review
    Scalability
    Posit (formerly RStudio)
    RStudio is very scalable as a product. The issue I have is that it doesn't necessarily fit in nicely with the mainly Microsoft environment that everybody else is using. Having RStudio for us means dedicated servers and recruiting staff who know how to manage the environment. This isn't a fault of the product at all, it's just part of the data science landscape that we all have to put up with. Having said that RStudio is absolutely great for running on low spec servers and there are loads of options to handle concurrency, memory use, etc.
    Incentivized
    Read full review
    Open Source
    No answers on this topic
    Return on Investment
    Posit (formerly RStudio)
    • Using it for data science in a very big and old company, the most positive impact, from my point of view, has been the ability of spreading data culture across the group. Shortening the path from data to value.
    • Still it's hard to quantify economic benefits, we are struggling and it's a great point of attention, since splitting out the contribution of the single aspects of a project (and getting the RStudio pie) is complicated.
    • What is sure is that, in the long run, RStudio is boosting productivity and making the process in which is embedded more efficient (cost reduction).
    Incentivized
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    Open Source
    • It has helped me learn python quickly
    • The ability to generate figures quickly and interact with them is helpful
    Incentivized
    Read full review
    ScreenShots

    Posit Screenshots

    Screenshot of Posit runs on most desktops or on a server and accessed over the webScreenshot of Posit supports authoring HTML, PDF, Word Documents, and slide showsScreenshot of Posit supports interactive graphics with Shiny and ggvisScreenshot of Shiny combines the computational power of R with the interactivity of the modern webScreenshot of Remote Interactive Sessions: Start R and Python processes from Posit Workbench within various systems such as Kubernetes and SLURM with Launcher.Screenshot of Jupyter: Author and edit Python code with Jupyter using the same Posit Workbench infrastructure.