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Datalore VS replit

Compare Datalore VS replit and see what are their differences

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  3. » Reviews
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Datalore logo Datalore

Datalore is an interactive web-based workbook for data analysis, scientific exploration and visualization in Python.

replit logo replit

Code, create, andlearn together. Use our free, collaborative, in-browser IDE to code in 50+ languages — without spending a second on setup.
  • Datalore Landing page
    Landing page //
    2022-12-17
  • replit Landing page
    Landing page //
    2023-07-30

Datalore features and specs

  • Integrated Development Environment
    Datalore provides a sophisticated and user-friendly IDE specifically tailored for data science, offering features such as auto-completion, version control, and easy collaboration.
  • Collaboration Tools
    Allows multiple users to work simultaneously on the same notebook, enabling efficient teamwork with features like comments and real-time synchronization.
  • Built-in Libraries and Tools
    Includes pre-installed libraries essential for data analysis, machine learning, and visualization, which saves time compared to setting up environments from scratch.
  • Scalability
    Datalore can be connected to cloud computing resources, allowing users to scale their computations as needed, which is beneficial for handling large datasets.
  • JetBrains Ecosystem
    As a product of JetBrains, Datalore integrates well with other JetBrains tools and benefits from ongoing development and dedicated support.

Possible disadvantages of Datalore

  • Pricing Model
    While a free tier is available, advanced features and increased resource access require a paid subscription, which might be a barrier for some users.
  • Learning Curve
    Users not familiar with JetBrains' interfaces might find the transition to Datalore a bit challenging compared to more widely-used platforms like Jupyter.
  • Internet Dependency
    As a cloud-based service, a stable internet connection is necessary, which can be inconvenient or limiting in environments with poor connectivity.
  • Limited Offline Functionality
    Unlike local installations of Jupyter or RStudio, Datalore's functionality is limited offline, potentially restricting use cases where offline access is needed.
  • Resource Limitations on Free Tier
    The free tier has restrictions on computation time and resources, which may not be suitable for extensive or resource-intensive data analysis projects.

replit features and specs

  • Ease of Use
    Replit offers an intuitive interface that makes it easy to start coding without needing to set up development environments. This can significantly lower the barrier to entry for beginners.
  • Collaborative Coding
    Replit facilitates real-time collaboration, allowing multiple users to work on the same codebase simultaneously, similar to tools like Google Docs.
  • Supports Multiple Languages
    Replit supports a wide range of programming languages including Python, JavaScript, C++, and many more. This makes it flexible for users with different needs.
  • Cloud-Based
    Being a cloud-based platform, Replit enables users to access their code from any device with an internet connection, eliminating the need for local storage.
  • Built-in Package Manager
    Replit comes with built-in package managers for various languages, making it easier to include third-party libraries and dependencies.
  • Educational Tools
    The platform offers various resources for educators, such as interactive coding environments and classroom management tools, making it ideal for academic settings.

Possible disadvantages of replit

  • Performance Limitations
    Being a cloud-based IDE, Replit may encounter performance issues for larger projects or those requiring intensive computational resources.
  • Limited Customization
    The environment may lack some customization options and advanced settings available in traditional, locally-installed IDEs.
  • Dependency on Internet
    Since it's cloud-based, an active internet connection is mandatory for coding, which can be a drawback in situations with unreliable internet access.
  • Privacy Concerns
    Hosting code on a third-party platform may raise privacy and security issues, especially for proprietary or sensitive projects.
  • Subscription Costs
    While Replit offers a free tier, advanced features, higher resource limits, and premium support come at a subscription cost, which may be a barrier for some users.
  • Limited Debugging Tools
    The platform's debugging tools may not be as robust as those available in more established, dedicated IDEs.

Datalore videos

+ Add

Star Trek: TNG Review - 1x13 Datalore | Reverse Angle

More videos:

  • Tutorial - Getting started with Datalore: online Jupyter notebook tutorial
  • Tutorial - Visualization Tutorial With Pyplot in Datalore by JetBrains

replit videos

+ Add

Repl.it SciTech Talk | MIT Arab SciTech 2019

More videos:

  • Review - KaBooM! by Swag Bags
  • Review - Kaboom Mold And Mildew With Bleach Review
  • Review - First Step Coding intro to Repl.it
  • Review - Kaboom Review with the Game Boy Geek

Category Popularity

0-100% (relative to Datalore and replit)

Datalore

replit

Machine Learning
100 100%
Machine Learning
0% 0
Programming
0 0%
Programming
100% 100
Data Science Notebooks
100 100%
Data Science Notebooks
0% 0
Text Editors
0 0%
Text Editors
100% 100

User comments

Share your experience with using Datalore and replit. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare Datalore and replit

Datalore Reviews

Jupyter Notebook & 10 Alternatives: Data Notebook Review [2023]
One of JetBrains Datalore’s advantages is its interaction with the JetBrains ecosystem of tools, which includes IDEs like PyCharm and IntelliJ. That’s also why the tool is primarily aimed at ecosystem users.
Source: lakefs.io
12 Best Jupyter Notebook Alternatives [2023] – Features, pros & cons, pricing
JetBrains Datalore is a cloud-based data science platform that offers many of the same features as Jupyter Notebooks, as well as a number of additional capabilities. It supports a wide variety of programming languages, including Python, R, and SQL, and provides access to powerful hardware resources, including GPUs. One of the main advantages of JetBrains Datalore is its...
Source: noteable.io

replit Reviews

  1. Monkeyman666
    · sysadmin at dagul ·
    Nice web hosting for small website [non production]

    easy setup.

    🏁 Competitors: Heroku
  2. Guest
    very good for my kids
8 Best Replit Alternatives & Competitors in 2022 (Free & Paid) - Software Discover
Replit is a simple yet powerful online ide, editor, compiler, interpreter, and repl. Code, compile, run, and host in 50+ programming languages. The collaborative browser based ide – replit.
Source: www.softwarediscover.com
12 Best Online IDE and Code Editors to Develop Web Applications
Moreover, the moment you are ready with the code, it instantly goes live to the world. If you also want to learn about code, Replit has more than three million technologists, creatives, passionate programmers, and more. With real-time collaboration with your teams, your team will be more productive. Additionally, you can create applications, bots, etc., with the help of...
Source: geekflare.com
Best Online Code Editors For Web Developers
Replit allows users to write code and build apps and websites using a browser. The site also has various collaborative features, including capability for real-time, multiuser editing with a live chat feed.
Source: techarge.in

Social recommendations and mentions

Based on our record, replit seems to be a lot more popular than Datalore. While we know about 624 links to replit, we've tracked only 10 mentions of Datalore. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Datalore mentions (10)

  • Plotting Financial Data in Kotlin with Kandy
    For working with datasets (loading and processing), I use Kotlin DataFrame. It is a library designed for working with structured in-memory data, such as tabular or JSON. It offers convenient storage, manipulation, and data analysis with a convenient, typesafe, readable API. With features for data initialization and operations like filtering, sorting, and integration, Kotlin DataFrame is a powerful tool for data... - Source: dev.to / about 1 year ago
  • A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
    Datalore - Python notebooks by Jetbrains. Includes 10 GB of storage and 120 hours of runtime each month. - Source: dev.to / about 1 year ago
  • Best online course to actually learn to use Python
    Last 1/3 of course sections: More of the same really, thought I had sections where I had to install earlier iterations of Python due to incompatible libraries in some of the course sections. As ever, student comments & furious Stack Overflow searches were helpful. Also, Jupyter notebooks are introduced in this part of the course. As I'm using the Community Edition of Pycharm for the course AND the free versions... Source: about 2 years ago
  • A new take on a Jupyter interface
    - Do you know about https://datalore.jetbrains.com/? They seem to have this cool thing where you can rewind the state of the notebook using CRIU. I don't know how well this works in practice but I think it could help with experiment management, debugging and getting code to production. Source: over 2 years ago
  • New Jupyter Notebook competition
    Have you looked at Datalore, https://datalore.jetbrains.com/. Source: about 3 years ago
View more

replit mentions (624)

  • Top 10 Vibe Coding AI Tools Every Developer Needs in 2025
    Replit is a full cloud IDE with built-in AI help, GitHub integration, and real-time collaboration. You can spin up applications, bots, or games in 50+ languages — right from your browser. - Source: dev.to / 4 days ago
  • Top 10 Vibe Coding AI Tools Every Developer Needs in 2025
    Replit is a browser-based development platform that supports real-time collaboration, multi-language support, and integrated deployment. Its built-in AI assistant enhances productivity by generating, debugging, and explaining code. - Source: dev.to / 15 days ago
  • 7 AI Tools That Can Replace a Full Dev Team in 2025!
    Replit is an online IDE, and Ghostwriter is its AI pair programmer. It autocompletes code, suggests fixes, explains logic, and can even scaffold full apps. Perfect for collaborative real-time coding, especially if you’re building fast MVPs. - Source: dev.to / 21 days ago
  • Launch HN: ASim (YC S21) – Mobile app that generates mobile apps
    Looks like many of those mobile app generators these days: https://asim.sh/ https://replit.com/ https://a0.dev/ https://www.tempo.new/ Seems like most (all?) are making react native apps using expo. - Source: Hacker News / about 1 month ago
  • I Took a Popular Vibe Coding Course and Built a Sample App
    This course was created in partnership with Replit (an online coding environment), with Michele Catasta (President of Replit) and Matt Palmer (Head of Developer Relations) as instructors. Through about 1 hour and 34 minutes of video lessons, you learn how to build and deploy two web applications using AI coding agents. - Source: dev.to / about 1 month ago
View more

What are some alternatives?

When comparing Datalore and replit, you can also consider the following products

Jupyter - Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. Ready to get started? Try it in your browser Install the Notebook.

VS Code - Build and debug modern web and cloud applications, by Microsoft

Colaboratory - Free Jupyter notebook environment in the cloud.

Sublime Text - Sublime Text is a sophisticated text editor for code, html and prose - any kind of text file. You'll love the slick user interface and extraordinary features. Fully customizable with macros, and syntax highlighting for most major languages.

Deepnote - A collaboration platform for data scientists

Microsoft Visual Studio - Microsoft Visual Studio is an integrated development environment (IDE) from Microsoft.

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