--- 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%3D2) ## 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 ![Joseph H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Joseph H.") JH Joseph H. Unemployed Small-Business (50 or fewer emp.) 12/9/2021 "R studio review" 3.5/5 What do you like best about Posit Team? I like how R studio gives you the flexibility to design graphs and charts in exactly the way that you want just by inputting the correct code. This, for example, is not the case with programs such as Excel, which only have a limited number of options for data visualization. Review collected by and hosted on G2.com. What do you dislike about Posit Team? I do not like how R studio can be quite complicated compared to other statistics programs, such as Excel. There may be certain analyses or charts that are a simple click in Excel, but require several lines of code to be replicated in R studio. Review collected by and hosted on G2.com. Recommendations to others considering Posit Team: I would definitely recommend R studio to someone who is looking to undertake complex statistical analyses on large datasets, as well as visualize those results using graphs or charts. The flexibility you have with this software is worth the extra effort required to learn the language. Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? I was able to create the exact visuals, charts and graphs that I was after for my reports, and represent my data in multiple ways. Although more difficult to get the hang of, it is definitely better than using Excel to create my graphs and charts. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Higher Education](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Higher Education") UH Verified User in Higher Education Enterprise (\> 1000 emp.) 10/23/2021 "Convenient tool for R-users" 4.5/5 What do you like best about Posit Team? RStudio supports various formats of R codes, including R Markdown, R script and R Notebook. When I first learned to write R codes, I directly started with RStudio. Compared with R, RStudio is more convenient and easy-to-use. For example, users can view parameters and functions within the environment. And users can also find all installed packages. In addition, it's easy to connect with data source through Spark. And it's easy to pull from and push back changes to a Git repository. Review collected by and hosted on G2.com. What do you dislike about Posit Team? Collaborative editing is not supported in RStudio at this time. Team members cannot view the changes made by other team members in real time. And the .Rproj file is not easy to be shared. Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? I used RStudio for various data analysis and modeling, including Data Analysis, Data Visualization, Statistical Modeling, Hypothesis Testing, Machine Learning, and so on. In addition, I also used RStudio to generate data analysis reports. I realized that R Markdown within RStudio is very convenient for displaying both codes and interpretation. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Noelle T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Noelle T.") NT Noelle T. Researcher Enterprise (\> 1000 emp.) 12/8/2021 "Great software that does everything I wished R could" 5/5 What do you like best about Posit Team? I'm a very visual person, and sometimes I have trouble with R because of that. R sort of requires you to imagine how something looks, or know the code well enough not to have to print a figure 12 times to make it right. I like having the GUI so that I can just see what I'm doing Review collected by and hosted on G2.com. What do you dislike about Posit Team? Nothing really. I haven't had a problem with it that was due to RStudio (just R issues) Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? I use RStudio to statistically analyze data. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Environmental Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Environmental Services") UE Verified User in Environmental Services Small-Business (50 or fewer emp.) 12/3/2021 "Steep learning curve, powerful performance" 3.5/5 What do you like best about Posit Team? RStudio is amazing at data analysis and working with spreadsheets. It is open source and available for anyone to use, on any laptop or desktop. Users who are already familiar with Python with find the language easy to pick up. The platform itself is well designed and the help panel is a lifesaver. Review collected by and hosted on G2.com. What do you dislike about Posit Team? Errors can be confusing to navigate, especially when first starting out as an R programmer. The help section would benefit from having more examples under functions (although this is not a fault of the platform itself). Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? I have found RStudio tremendously useful in analyzing data from my research and helping me save time and energy on computations. RMarkdown is also great for generating beautiful reports integrated with LaTeX. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite RS Ramkishore S. Software tester Mid-Market (51-1000 emp.) 10/13/2020 "Rstudio is alternative tool of matlab and also open source tool." 4/5 What do you like best about Posit Team? Rstudio is a free, open source tool Easy to install Packages can be easily installed Easily used for data analysis Now adays it is mainly used by data scientists Or fir statisticians Review collected by and hosted on G2.com. What do you dislike about Posit Team? Rstudio doesn't comes with predefined packages Memory management, as it gets crashed many times in respect of big data UI is not as attractive for user, it is less user friendly Review collected by and hosted on G2.com. Recommendations to others considering Posit Team: Just go for it, if u are learning R language or data analysis Rstudio is best tool. Simple UI will make u easier to understand Provides flexibility to generates reports or outputs in many formats Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? Basically if u are learning R language or data analysis Rstudio is best tool. Simple and old UI Provides flexibility to generates reports or outputs in many formats Can be integrated with database easily Review collected by and hosted on G2.com. Show More 11/10/2021 Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Higher Education](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Higher Education") UH Verified User in Higher Education Mid-Market (51-1000 emp.) 3/16/2022 "Student using RStudio for Homework and Side Projects" 5/5 What do you like best about Posit Team? I like the interface and being able to switch around windows, see the console and the code file, and look at the datasets loaded into the environment. Review collected by and hosted on G2.com. What do you dislike about Posit Team? I dislike the fact that sometimes RStudio packages will be updated without warning, so you need to keep your packages up to date Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? I am currently using RStudio to model customers who might be fraudulent, and customers who might buy another product Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Pharmaceuticals](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Pharmaceuticals") UP Verified User in Pharmaceuticals Mid-Market (51-1000 emp.) 11/27/2021 "Versatile Data Analysis tool for any need" 5/5 What do you like best about Posit Team? RStudio has incredible management for a wide range of tasks that the user may perform. From simple addition to complex time-series analysis, RStudio is able to effectively handle whatever the user throws at it. I have used RStuio in various applications ranging from school projects to complex financial analyses for firms. It is my go-to tool for any analysis that I need to run. In a word, I would say that the best feature for this software is its reliability. Yes, the language does change from time to time, but it almost always is in the pursuit of making a better experience for the user. Packages for RStudio are constantly being made, which continually amplifies the already incredible power of the software. Review collected by and hosted on G2.com. What do you dislike about Posit Team? My one negative criticism of RStudio is its learning curve. When I was first learning the language, I was always told that RStudio "makes complicated tasks easy and easy tasks complicated." The language itself can sometimes be vague and confusing; however a quick search on Google will be your greatest friend. I am writing this from the perspective of someone who does not have advanced coding experience. I think that RStudio is a logical "next step" from programs like Excel. It will take some time to get used to the software, but this is no different than any household software you have used in the past. Even in Excel, we are constantly learning new functions and programs within the software. If you are looking for something that will enrich your analysis, RStudio is a fantastic tool to use. Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? I know that I have been talking a lot about the duality between RStudio and Excel in this review. In my experience, both of these programs were mentioned in the same breath. When I was working for a gene therapy firm, most of the reports that we needed to run were Excel-based. Excel, at its core, in the absence of VBA, aims for user-friendliness. However, Excel is known for its slow processing. What RStudio does well is its reading and processing of data. The interface is not as pleasing, but it allows for faster processing of complex programs. For this project, we needed to create a forecasting model for sales based on a failure rate of a drug. Forecasting in Excel is quite complicated and can be counter-intuitive at times. In RStudio, there are easily downloadable packages that you can use for these purposes, which is exactly what I did. After a day of learning the package, we were able to run a fast program that produced the results we wanted. I could go into more detail, but at a fundamental level, the speed and brevity of the programs that you create in RStudio are well worth it. If you do not have advanced coding experience, the first few months will be a bit challenging, but it is well worth it in the long run. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Higher Education](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Higher Education") UH Verified User in Higher Education Enterprise (\> 1000 emp.) 4/30/2019 "Much-improved IDE with room to improve further" 4.5/5 What do you like best about Posit Team? I like the RStudio IDE because it provides a helpful interface for data wrangling, data visualization, and data analysis purposes. Especially helpful are the alert features for typos and missed commas or parentheses as well as a number of hover-and-click options for many data management work. Review collected by and hosted on G2.com. What do you dislike about Posit Team? So far, my most disliked feature of the IDE is the very slow data viewer. While it's not great practice to rely on viewing the data frame in its entirety, it still helps at times to do so and the viewer can use a speed boost since there tends to be a lag in loading data frame items even for relatively small data frames. Review collected by and hosted on G2.com. Recommendations to others considering Posit Team: RStudio is definitely a must and is likely the industry standard for working with R. Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? Data cleaning, data analysis, data visualization Review collected by and hosted on G2.com. Show More 10/19/2021 Current UserValidated ReviewerIncentivizedSource: G2 invite CS Clay S. Network Administrator Small-Business (50 or fewer emp.) 12/2/2021 "RStudio" 3.5/5 What do you like best about Posit Team? Any product that you can use open source, and it works well is a plus. The fact that I can use this and get my work done without being hassled to buy something, now that's the ticket! Review collected by and hosted on G2.com. What do you dislike about Posit Team? Sometimes it's hard to get answers to questions I have with regards to a technical issue. That being said, that is true of almost anything these days, overall I like the product. Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? We really like the analytics that we are able to capture and digest. This product has helped the company keep moving forward in the technology-based world we live in. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Sanjay K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sanjay K.") SK Sanjay K. Technical Lead Small-Business (50 or fewer emp.) 7/1/2021 "Best Software for Data Analysis" 3.5/5 What do you like best about Posit Team? The IDE is simple and easy to use, and integration with Git/Github makes version control very easy. There is well documentation of the Rstudio and Cheatsheet availability helps to make the learning curve much easy and productive. Flexibility to change the panel is a good one and can be customized according to the User's needs. Really having good packages ready to install and support for different data science/ Analysis solution Review collected by and hosted on G2.com. What do you dislike about Posit Team? Expertise is required to start with RStudio and some idea about Git and version control. Software Setup is complicated especially connecting to GitHub. Review collected by and hosted on G2.com. Recommendations to others considering Posit Team: This is the best tool if looking for exploring Data Science and Data Analysis. Review collected by and hosted on G2.com. What problems is Posit Team solving and how is that benefiting you? Doing Data Analysis, performing Linear and Logistic regression and understanding the behavior of the audience on the website, and implementing the different projects. Review collected by and hosted on G2.com. Show More Current UserValidated 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) 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) ![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) [ 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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