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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

    Snowflake

    Score8.7 out of 10
    N/AThe Snowflake Cloud Data Platform is the eponymous data warehouse with, from the company in San Mateo, a cloud and SQL based DW that aims to allow users to unify, integrate, analyze, and share previously siloed data in secure, governed, and compliant ways. With it, users can securely access the Data Cloud to share live data with customers and business partners, and connect with other organizations doing business as data consumers, data providers, and data service providers.N/A
    Pricing
    PositSnowflake
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    PositSnowflake
    Free Trial
    YesYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeOptionalNo setup fee
    Additional Details——
    More Pricing Information
    Community Pulse
    PositSnowflake
    Considered Both Products
    Posit (formerly RStudio)
    Chose Posit
    Before implementing RStudio, our team struggling with coding in R. We tried to implement Visual Studio and Jupyter as alternatives to RStudio. But Jupyter was found to be not user friendly for our end-user and Visual Studio enterprise was not that great. We have not evaluated …
    Incentivized
    Chose Posit
    RStudio is free like Jupyter Notebook and VS Code. The others all require additional cost to use.

    RStudio has more features than Jupyter Notebook. VS Code doesn't support R natively and require plugins, and it's not as mature as RStudio yet.
    Incentivized
    Snowflake Computing
    Chose Snowflake
    Compared to Amazon Redshift, Snowflake is slightly easier and faster to achieve ROI but based on the user's perspective, the two tools have very little difference since both are leveraging SQL to pull data from AWS S3. Snowflake is also working with Microsoft Azure but it is …
    Incentivized
    Key User Insights
    Would buy again
    100%
    Would buy again
    44 Answers
    100%
    Would buy again
    30 Answers
    Delivers good value for the price
    100%
    Delivers good value for the price
    44 Answers
    100%
    Delivers good value for the price
    28 Answers
    Happy with the feature set
    95%
    Happy with the feature set
    42 Answers
    100%
    Happy with the feature set
    30 Answers
    Lived up to sales and marketing promises
    100%
    Lived up to sales and marketing promises
    28 Answers
    96%
    Lived up to sales and marketing promises
    23 Answers
    Implementation went as expected
    97%
    Implementation went as expected
    38 Answers
    100%
    Implementation went as expected
    25 Answers
    Features
    PositSnowflake
    Platform Connectivity
    Comparison of Platform Connectivity features of Posit and Snowflake
    Feature
    Posit
    9.3
    27 Ratings
    11% above category average
    Snowflake
    -
    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 Snowflake
    Feature
    Posit
    9.0
    27 Ratings
    7% above category average
    Snowflake
    -
    Ratings
    Visualization8.027 Ratings00 Ratings
    Interactive Data Analysis10.024 Ratings00 Ratings
    Data Preparation
    Comparison of Data Preparation features of Posit and Snowflake
    Feature
    Posit
    10.0
    26 Ratings
    20% above category average
    Snowflake
    -
    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 Snowflake
    Feature
    Posit
    10.0
    22 Ratings
    17% above category average
    Snowflake
    -
    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 Snowflake
    Feature
    Posit
    9.9
    18 Ratings
    15% above category average
    Snowflake
    -
    Ratings
    Flexible Model Publishing Options10.018 Ratings00 Ratings
    Security, Governance, and Cost Controls9.915 Ratings00 Ratings
    Best Alternatives
    PositSnowflake
    Small Businesses
    RapidMiner
    Score8.9 out of 10
    No answers on this topic
    Medium-sized Companies
    Anaconda
    Score8.8 out of 10
    Amazon Redshift
    Score8.9 out of 10
    Enterprises
    IBM Watson Studio
    Score10 out of 10
    Amazon Redshift
    Score8.9 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    PositSnowflake
    Likelihood to Recommend
    10.0
    (123 ratings)
    9.0
    (44 ratings)
    Likelihood to Renew
    9.7
    (17 ratings)
    7.0
    (3 ratings)
    Usability
    8.0
    (4 ratings)
    8.8
    (20 ratings)
    Availability
    9.4
    (3 ratings)
    -
    (0 ratings)
    Support Rating
    8.9
    (9 ratings)
    9.9
    (8 ratings)
    Implementation Rating
    9.3
    (4 ratings)
    -
    (0 ratings)
    Configurability
    10.0
    (1 ratings)
    -
    (0 ratings)
    Contract Terms and Pricing Model
    -
    (0 ratings)
    8.0
    (1 ratings)
    Product Scalability
    8.2
    (3 ratings)
    -
    (0 ratings)
    User Testimonials
    PositSnowflake
    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
    Snowflake Computing
    Snowflake is well suited when you have to store your data and you want easy scalability and increase or decrease the storage per your requirement. You can also control the computing cost, and if your computing cost is less than or equal to 10% of your storage cost, then you don't have to pay for computing, which makes it cost-effective as well.
    Incentivized
    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
    Snowflake Computing
    • Snowflake scales appropriately allowing you to manage expense for peak and off peak times for pulling and data retrieval and data centric processing jobs
    • Snowflake offers a marketplace solution that allows you to sell and subscribe to different data sources
    • Snowflake manages concurrency better in our trials than other premium competitors
    • Snowflake has little to no setup and ramp up time
    • Snowflake offers online training for various employee types
    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
    Snowflake Computing
    • Add constraints for views and not just for tables
    • Do not force customers to renew for same or higher amount to avoid loosing unused credits. Already paid credits should not expire (at least within a reasonable time frame), independent of renewal deal size.
    Incentivized
    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
    Snowflake Computing
    SnowFlake is very cost effective and we also like the fact we can stop, start and spin up additional processing engines as we need to. We also like the fact that it's easy to connect our SQL IDEs to Snowflake and write our queries in the environment that we are used to
    Incentivized
    Read full review
    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
    Snowflake Computing
    Because the fact that you can query tons of data in a few seconds is incredible, it also gives you a lot of functions to format and transform data right in your query, which is ideal when building data models in BI tools like Power BI, it is available as a connector in the most used BI tools worldwide.
    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
    Snowflake Computing
    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
    Snowflake Computing
    We have had terrific experiences with Snowflake support. They have drilled into queries and given us tremendous detail and helpful answers. In one case they even figured out how a particular product was interacting with Snowflake, via its queries, and gave us detail to go back to that product's vendor because the Snowflake support team identified a fault in its operation. We got it solved without lots of back-and-forth or finger-pointing because the Snowflake team gave such detailed information.
    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
    Snowflake Computing
    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
    Snowflake Computing
    I have had the experience of using one more database management system at my previous workplace. What Snowflake provides is better user-friendly consoles, suggestions while writing a query, ease of access to connect to various BI platforms to analyze, [and a] more robust system to store a large amount of data. All these functionalities give the better edge to Snowflake.
    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
    Snowflake Computing
    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
    Read full review
    Snowflake Computing
    • With separate compute and storage feature, the queries get executed quickly and it improves our overall productivity.
    • Earlier we were using a different product for analytical purposes, but with Snowflake's in-built analytical feature we are now able to save money.
    • Snowflake is cost efficient, features like auto suspend for compute resources helped to control the costs.
    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.

    Snowflake Screenshots

    Screenshot of Snowflake Installation