--- title: Posit Team Reviews meta\_title: 'Posit Team Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 575 reviews by the users' company size, role or industry to find out how Posit Team works for a business like yours. aggregate\_rating: rating\_value: 4.5 review\_count: 575 scale: '5' date\_modified: '2026-08-09' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- ## Top-Rated Alternatives [ ![Spotfire Analytics](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Spotfire Analytics") Spotfire Analytics 4.2/5(362) ](https://www.g2.com/products/spotfire-analytics/reviews) [ ![KNIME](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "KNIME") KNIME 4.5/5(111) ](https://www.g2.com/products/knime-analytics-platform/reviews) [ ![IBM SPSS Statistics](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "IBM SPSS Statistics") IBM SPSS Statistics 4.2/5(928) ](https://www.g2.com/products/ibm-spss-statistics/reviews) [ View All Alternatives ](https://www.g2.com/products/posit-team/competitors/alternatives) # Posit Team Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by Posit Team but has limited features. Are you part of the Posit Team team? [Upgrade your plan](https://sell.g2.com) to enhance your branding and engage with visitors to your profile! Posit is a Public Benefit Corporation building open-source software and an enterprise data science platform. We created the RStudio IDE, Shiny, Positron, and Quarto — tools used by millions of data scientists, machine learning engineers, and researchers worldwide, including teams at 25% of the Fortune Global 100. Our commercial products help organizations put those tools into production: Posit Workbench provides centralized development environments supporting Positron, RStudio, VS Code, and Jupyter; Posit Connect handles publishing and deployment for Shiny, AI applications, Streamlit, Dash, FastAPI, Flask, Bokeh, and more; and Posit Package Manager provides security-compliant package management for R and Python. * * * Seller [Posit](https://www.g2.com/sellers/posit) Discussions [Posit Team Community](https://www.g2.com/products/posit-team/discuss) Solution Type All-in-One Overview by Rachael Dempsey Show More ## Typical Contract Price Pricing provided by BetterCloud and others. $$k - $$k Per Year [Log in to unlock pricing](/auth/linkedin?return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fposit-team%2Freviews%3Flogin_required%3Dtrue%26page%3D10) ## User Insights Average based on 575 real user reviews. Implementation Time 2 months Perceived Cost $$$$$ Typical contract price $0k - $0k [Sign in to view](/login) Per Year [Log in to unlock pricing and user insights](/login) ## Posit Team Integrations (4) What do users say about integrations? Integration information sourced from real user reviews. [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Databricks ](https://www.g2.com/products/databricks/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") GitHub ](https://www.g2.com/products/github/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") MySQL ](https://www.g2.com/products/mysql/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Snowflake ](https://www.g2.com/products/snowflake/reviews) Show More ![Verified User in Research](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Research") UR Verified User in Research Enterprise (\> 1000 emp.) 6/25/2020 "Statistical Analysis with Rstudio" 4/5 What do you like best about Posit Team? Rstudio has an exceptional interface and a large community around it. It also has great tools for data visualization and software development. Rstudio also provides educational resources for academic and technical development. Review collected by and hosted on G2.com. What do you dislike about Posit Team? Switching from an obsolete version to a newer one may be a pain given the fact that you have to re-download packages. Review collected by and hosted on G2.com. Recommendations to others considering Posit Team: If you are newcomer, take lessons free MOOC courses. Attend workshops and other coding classes. Most importantly, learn by using Rstudio to solve problems modeling problems. Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? Statistical modeling, data visualization, machine learning and software development. The ability to do all these on one platform is really cool. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Biotechnology](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Biotechnology") UB Verified User in Biotechnology Enterprise (\> 1000 emp.) 11/9/2019 "I use Rstudio daily to analyze genomic data, run statistical analysis, generate visualization, etc." 5/5 What do you like best about Posit Team? It makes using R much easier and enjoyable, with the four quadrants layout I have total control of what I need for performing my analysis and I know where to search for variables, files navigation, etc. Review collected by and hosted on G2.com. What do you dislike about Posit Team? It crashes often when it's running some computationally intense calculation (running clustering and using tSNE or UMAP plots), there's no solution for using with Google Cloud Platform and running it in a cloud environment by launching through the command line. Review collected by and hosted on G2.com. Recommendations to others considering Posit Team: This is the best IDE to use for statistical analysis in R. Make sure to read through R studio's recommendations, docs and tutorials for updated features as technology seems to be updated quite often Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? I am working on a multimodal single cell genomic pipeline for characterization of tumor infiltrating lymphocytes. It's a great platform for using R packages and reproducible research, generating deliverables for my boss and facilitating communication. Review collected by and hosted on G2.com. Show More 3/11/2020 Validated ReviewerIncentivizedSource: G2 invite ![Isuru D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Isuru D.") ID Isuru D. Teaching Assistant Small-Business (50 or fewer emp.) 7/27/2020 "Must for statistical computing" 5/5 What do you like best about Posit Team? Frequent updates and user friendly interface Review collected by and hosted on G2.com. What do you dislike about Posit Team? nothing at all. May be little bit of features from other popular IDEs Review collected by and hosted on G2.com. Recommendations to others considering Posit Team: If you want to do R coding then RStudio is a must Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? almost every statistical analyses Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Hospital & Health Care](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Hospital & Health Care") IH Verified User in Hospital & Health Care Mid-Market (51-1000 emp.) 8/29/2020 "Ultimate tool for statistics" 4.5/5 What do you like best about Posit Team? Built-in statistics functions Quick and ease of tool usage Quickly show up the graphs to analysis Review collected by and hosted on G2.com. What do you dislike about Posit Team? Library are most the time does not loads and offeten hi errors and take s time to fix , load and use Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? Analytics problem s Very easy and less line of code to write and quickly analize data statistically Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite MF Marco Antonio F. Actuarial Science Degree Enterprise (\> 1000 emp.) 9/10/2019 " The best IDE for R" 4.5/5 What do you like best about Posit Team? What I like most about RStudio is how it makes working with R. super practical. You have all the information of your R session distributed in the panels in a clear way, you will always have your variables, functions, graphs and Datasets in sight which helps a lot in my work. The generation of reports is simple since it comes with an integrated Markdown editor and can be generated in other formats such as HTML or Shiny slides. Review collected by and hosted on G2.com. What do you dislike about Posit Team? There are few things that dislike Rstudio, the processing speed is reduced a bit when using it, sometimes it can be inconvenient to have to update R and RStudio due to version incompatibilities. Review collected by and hosted on G2.com. Recommendations to others considering Posit Team: Totally recommended for students and researchers, it is the best way to work with R and the best, totally free. Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? With RStudio I have been able to do data analysis in a more orderly and fast way, create reports of my analysis to share them with collaborators and students. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Andrés E.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Andrés E.") AE Andrés E. Data Engineer E-Learning Enterprise (\> 1000 emp.) 10/31/2019 "Best IDE for R Workflow" 4/5 What do you like best about Posit Team? RStudio is an IDE packed with features for the R programmer. From a debugger to integrated documentation and easy package management. I particularly like how R Studio handles R Markdown files; it is pretty easy to create reproducible documents that are documented with Markdown. With RStudio I've become less dependent on google to search for documentation for R functionality. It is as easy as adding a ´?´ before the command name in R Studio console and the documentation for that function will display automatically. Review collected by and hosted on G2.com. What do you dislike about Posit Team? I would like R Studio to have better collaborative features such as those found in databricks or IPython notebooks. Review collected by and hosted on G2.com. Recommendations to others considering Posit Team: Make sure you kleep it up to date as well as the base R package. Sometimes you m Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? - Data wrangling - Exploratory Data Analysis using R graphics packages such as base, lattice and ggplot2 - Model development and Machine Learning - Routine data exploration - Integration with dashboard development tools such as Tableau for calculation assistance Review collected by and hosted on G2.com. Show More 11/6/2019 Validated ReviewerIncentivizedSource: G2 invite JP Jose P. Senior Data Engineer Mid-Market (51-1000 emp.) 10/29/2019 "Most of what you need for your analytical projects" 4.5/5 What do you like best about Posit Team? RStudio provides a simple interface where it is easy to find what you need at the right moment. If you need to install a library package, or if you need to run a simple command on the terminal, look at your current variables, sort your datasets visually, look at your created graphs, everything is at the reach of your hand. The shortcuts make the experience of programming a lot better as you can skip some nuisances pertaining to the language itself. Review collected by and hosted on G2.com. What do you dislike about Posit Team? The Export Image option in the Plots section doesn't always give the best results. Also, it lacks a default option of block code execution that other software, even if they use another programming language, have as core mechanic. Review collected by and hosted on G2.com. Recommendations to others considering Posit Team: Get your hands on the R programming language capabilities and you will realize everything is considered in the RStudio interface. Most of the limitations of the software are dictated by the limitations of the programming language and not by RStudio itself. However, if you are looking for good data visualization options, you should consider another tool. Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? It wraps the R programming language in a well done interface, therefore any analytical project in my current workflow has as a step the data exploration availability provided by RStudio. Also, it has the capability of managing your data in files in a quick manner, making it possible for you to integrate the results of your analysis into other tools that work with flat files. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Gamáh T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Gamáh T.") GT Gamáh T. Student Technical Consultant (IT/AVStaff, Level 3) Higher Education Small-Business (50 or fewer emp.) 8/11/2019 "Updated Coding platform for R" 4/5 What do you like best about Posit Team? R Studio, the alternate version of the original "R" application, is definitely new and improved. Instead of having to look at separate windows and copy to run code, it is all in one place simultaneously, which makes every step just that much easier. I had started off using R, but once a professor of mine recommended I use Rstudio, I did not go back to R! Combining all the windows into one was a very necessary change. Review collected by and hosted on G2.com. What do you dislike about Posit Team? Sometimes R studio can become a little funky when creating variables/adding new variables to an imported data set, which can be annoying. Also, I wish it was more optimized for excel when copying tables as well but that's just a personal minor issue. Review collected by and hosted on G2.com. Recommendations to others considering Posit Team: It can be a little overwhelming, as most coding environments are at first, but it is a great coding environment for programming in R Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? I do like how it shows your variables made on the right-hand side, which ensures me that my variable is indeed in the data set or has been appended to it correctly. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Antonio G. Z.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Antonio G. Z.") AZ Antonio G. Z. Researcher Enterprise (\> 1000 emp.) 10/2/2019 "Outstanding environment for statistical computation" 4.5/5 What do you like best about Posit Team? Rstudio is not only an incredible graphical interface for R language but it represents a complete (the most one) user and development environment. With Rstudio is very easy, for instance, to automatically import datasets and to navigate through source files and workspaces without write any line of code. Plus, it allows for a very efficient management of the generated plots and of the command flow. Eventually, Rstudio is a must-to-have tool for any R user. Review collected by and hosted on G2.com. What do you dislike about Posit Team? It's very hard to find some cons about Rstudio. Maybe, some graphical components could be more visually appreciable with an icon restyling Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? When I have to proceed with statistical hypothesis, post-hoc analyses and descriptive statistics, including plotting, I heavily use Rstudio for that. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Frederick D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Frederick D.") FD Frederick D. IT Implementer Information Technology and Services Mid-Market (51-1000 emp.) 8/7/2019 "Simplify the process of updating a database" 5/5 What do you like best about Posit Team? Knowing the R language and using RStudio allows you to manage data on database, giving the user all the statistical information needed, something especially useful when you’re evaluating historical data. We have used it for ourselves and it has helped us to save a lot of time and advance with our projects. There is only a low risk of losing your information as you’re able to save your codes. Last but not least, RStudio is an open source software. Review collected by and hosted on G2.com. What do you dislike about Posit Team? When trying to view large database, sometimes the software doesn’t show all the fields and some information is missing I don't know exactly why this happens, but it's very annoying and it takes too much timeu. Also, I have encountered some bugs that made me return to the terminal and even if it doesn’t happen too often, it's annoying when it does. Review collected by and hosted on G2.com. Recommendations to others considering Posit Team: I recommend RStudio for coders and analyst with knowledge on the R language. Once you know this, RStudio is a simply yet useful tool. I prefer this one over other similar software, like Rodeo, because I find Rstudio to be more effective and simpler to use. Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? RStudio is a handy tool when it comes to updating a database, as it makes this process shorter and easier. Not only that, but it simplifies the process of creating and even reading databases. When I’m doing some research work, RStudio shows statistical information, helping me a lot with the overall analysis. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ## Questions about Posit Team? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about Posit Team ](https://www.g2.com/products/posit-team/discussions/new) ![Yang W.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Yang W.") YW Yang Wang • Last activity over 5 years ago Can we save our process if we don't save a project? 1 Upvote 2 [ Join the conversation ](https://www.g2.com/discussions/32624-can-we-save-our-process-if-we-don-t-save-a-project) JE Jonathan Edwin • Last activity over 6 years ago What is the best way to run R code within a VBA routine? 1 Upvote 1 [ Join the conversation ](https://www.g2.com/discussions/what-is-the-best-way-to-run-r-code-within-a-vba-routine) [ View all Discussions ](https://www.g2.com/products/posit-team/discuss) ## Pricing Insights Averages based on real user reviews. ### Time to Implement 2 months ### Return on Investment 7 months ### Average Discount 7% ### Perceived Cost $$$$$ [ View More Pricing Information ](https://www.g2.com/products/posit-team/pricing) ## How much does Posit cost? Data powered by [BetterCloud](https://www.bettercloud.com). Estimated Price ### $$k - $$k Per Year Based on data from 4 purchases. 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