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About

Codeberg is a collaboration platform and git hosting for free and open source software, content and projects. Independent and powered by your donations and contributions - consider joining the non-profit association Codeberg e. V. to further support our mission and receive your vote! All services run on servers under our control, no dependencies on external services and no third party cookies, no tracking. While all successful software tools that enabled this development were contributed by the Free and Open Source Software community, commercial for-profit platforms dominate the hosting of the results of our collaborative work. This has led to the paradox that literally millions of volunteers create, collect, and maintain invaluable knowledge, documentation, and software, to feed closed platforms driven by commercial interests, whose program is neither visible nor controllable from outside.

About

Posit builds tools that help data scientists work more efficiently, collaborate seamlessly, and share insights securely across their organizations. Its Positron code editor provides the speed of an interactive console combined with the power to build, debug, and deploy data-science workflows in Python and R. Posit’s platform enables teams to scale open-source data science, offering enterprise-ready capabilities for publishing, sharing, and operationalizing applications. Companies rely on Posit’s secure infrastructure to host Shiny apps, dashboards, APIs, and analytical reports with confidence. Whether using open-source packages or cloud-based solutions, Posit supports reproducible, high-quality work at every stage of the data lifecycle. Trusted by millions of users—and more than half of the Fortune 100—Posit empowers professionals across industries to innovate with data.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Not Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Anyone looking for a Repository Management solution

Audience

Posit is ideal for data scientists, analysts, and enterprise teams seeking powerful, open-source-driven tools for coding, collaboration, and secure data-science deployment

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Supported
Free Trial Supported

Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 3.0 / 5
design 4.0 / 5
support 4.0 / 5

Reviews/Ratings

Overall 5.0 / 5
ease 4.0 / 5
features 5.0 / 5
design 5.0 / 5

Pros & Cons from Real Users

Pros

  • * Powered by a non-profit, so no weird enterprise-license locked features, no weird misuses like GitHub copilot, etc. Just less potential for shady things going on. * Very simple and clean UI, especially compared to GitLab. * Nice community. * Free if your project is open-source, plenty opportunity to meet like-minded open-source developers.

Cons

  • * Limited to open-source, although this is also a positive point if you're looking for like-minded people. * Continuous Integration is just available as closed beta, no kubernetes or other advanced integrations, so it's a bit basic. * Less proven and financially backed than the big players, so I suppose bigger risk that one day it goes under. * Less great exploration and social features than GitHub, although they seem to be working on improving that (in Gitea, the software Codeberg uses).

Pros & Cons from Real Users

Pros

  • Powerful statistical tools. Good quality customisable plots, all different types using all different data and models. Easy to import from csv and there's plenty of datasets around if you go looking. Easy to create and export graphs. Being able to quickly and easily visualise (and share) data is more useful than I could have imagined. All the "academic" data online is suddenly easy to use. I haven't even scratched the surface of community created packages, but they're easy to install, not always so easy to use.

Cons

  • You can get unhelpful syntax error messages. The basics work well but sometimes just changing something (eg colours) in specialised plots feels like a hard programming puzzle. It's mostly straight-forward like "plot(data)", but the commands are written in a programming language and get tricky depending on your needs.

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Supported

Company Information

Codeberg
codeberg.org

Company Information

Posit
Founded: 2009
United States
posit.co

Alternatives

Codebahn

Codebahn

Hackerman AB

Alternatives

Jupyter Notebook

Jupyter Notebook

Project Jupyter
Analance

Analance

Ducen

Categories

Categories

Big Data Supported
Data Science Supported
IDE Supported
Machine Learning Supported
Package Managers Supported

Integrations

Coginiti Not Supported
Forgejo Supported
Jupyter Notebook Not Supported
Positron Not Supported
Python Not Supported
R Not Supported
RStudio Not Supported
Snowflake Cortex AI Not Supported
Visual Studio Code Not Supported
Workers by Delos Supported

Integrations

Coginiti Supported
Forgejo Not Supported
Jupyter Notebook Supported
Positron Supported
Python Supported
R Supported
RStudio Supported
Snowflake Cortex AI Supported
Visual Studio Code Supported
Workers by Delos Not Supported
Claim Codeberg and update features and information
Claim Codeberg and update features and information
Claim Posit and update features and information
Claim Posit and update features and information