Posit

Posit

(4.7)
Freemium
Web
Best for: Open Source Tools for R & Python Teams
Posit preview
271 upvotes
374 bookmarks
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Our Verdict

Posit (formerly RStudio) is a leading platform for enterprise-level data science deployment, enabling secure and scalable deployment of data products for teams working in R or Python.

About Posit

Posit, formerly known as RStudio, is a comprehensive platform designed for enterprise-level data science deployment. It facilitates the operationalization of code, allowing teams to securely deploy Shiny apps, Streamlit dashboards, and Jupyter notebooks at scale. With its commitment to open-source principles and enterprise-grade features, Posit bridges the gap between innovation and production, making it an ideal choice for teams working in R or Python seeking to accelerate the deployment of data products. Posit is a powerful open-source data science platform designed to help organizations scale the development, deployment, and collaboration of data applications built in R and Python. Posit provides a suite of tools like Posit Connect, Posit Workbench, and Posit Cloud that enable secure sharing of dashboards, APIs, notebooks, and machine learning models. It supports popular frameworks such as Shiny, Streamlit, Flask, and Dash, while integrating seamlessly with enterprise infrastructure including Databricks, Snowflake, and cloud platforms like AWS and Azure. Posit helps teams go from analysis to impactful applications in production safely and efficiently.

Review Summary

Performance Score
A+
Content/Output
Enterprise-Grade & Reproducible
Interface
Developer + Team-Friendly
Rating
4.7/5
Features 4.5
Accessibility 4.6
Compatibility 4.7
User Friendliness 4.8

Who Is This Tool Best For?

  • Data Science Teams in Large Enterprises: Deploy Shiny or Streamlit apps securely across departments without building internal platforms.
  • Analysts and Researchers: Publish interactive Jupyter notebooks and dashboards for stakeholders with zero configuration.
  • Financial Institutions and Pharma Companies: Meet compliance standards while sharing ML and BI tools through controlled environments.
  • Cloud Engineers: Integrate Posit with AWS, Azure, or Snowflake for end-to-end workflow automation and scalable compute.
  • Government or Civic Tech Teams: Deliver real-time insights through dashboards built for public impact.

Key Features

Posit Connect Deployment
Shiny, Dash & Streamlit Support
Jupyter & Notebook Publishing
Cloud + On-Prem Hosting
Access Control & Security
Git + CI/CD Integration
Multi-User Collaboration
R & Python Dual Support
Enterprise-Grade Compliance

Pricing Plans

Open Source

Free
  • RStudio IDE
  • Shiny Server (Open Source)
  • R Packages and Developer Tools
  • Community Support

Enterprise & Cloud Solutions

Custom Pricing
  • Posit Connect for secure deployment
  • Posit Workbench for team collaboration
  • Posit Cloud for remote access and teaching
  • Advanced support, integrations, and compliance

Pros & Cons

Pros

  • Supports both R and Python seamlessly
  • Secure deployment of interactive data apps
  • Works with top frameworks like Shiny and Streamlit
  • Open-source tools with enterprise-level upgrades
  • Strong community and educational resources

Cons

  • Premium tools require custom enterprise pricing
  • Best features are geared toward technical teams
  • Setup and configuration may require DevOps support
  • Limited native visualization design (relies on frameworks)
  • Cloud plans require internet access and may cost extra

Frequently Asked Questions

Posit supports Shiny, Streamlit, Flask, Dash, and Jupyter Notebooks for app and report deployment.
Yes, Posit offers a cloud version that lets users develop, deploy, and collaborate without local setup.
No, Posit fully supports Python and is built for polyglot teams working across both languages.

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