Comparison

Jupyter Notebook vs webrios

Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.

Head to head
About

Jupyter Notebook

This app provides a full-featured Jupyter Notebook and Python 3 environment on your iPhone and iPad. Code, analyze data, and run machine learning projects anywhere with Google Colab compatibility and pre-installed libraries. It's designed for both beginners and professionals seeking a portable notebook experience.

Highlights
  • Jupyter Notebook support
  • Full Python 3 integration
  • Google Colab compatibility
  • File management with Notebook Manager
  • Fast compilation and optimized execution
  • Python console/IDLE
  • Example notebooks for learning
Features
Read full description

JuCode is a Jupyter environment for iPhone and iPad that requires no setup, comes with native Python and Google Colab support. JuCode delivers a fully native notebook with integrated Python3 Compiler, allowing you to code, analyze data, and run machine learning projects anywhere. Designed for both beginners and professionals, JuCode makes working with notebooks faster, easier, and more portable than ever. Key Features Jupyter Support Create, edit, and run notebooks with complete functionality - including Markdown cells, code cells, adding or deleting cells, and viewing live outputs. Directly open and work with .ipynb files without converters or extra tools. Full Python 3 Integration Python runs entirely on iOS, offering support for essential libraries - pre-installed for instant use. No manual installations required; simply import and start coding. Zero Setup JuCode comes with most needed libraries already installed like Matplotlib, Numpy, Pandas and more. Google Colab Support Seamlessly import notebooks from Google Colab and export them back after editing. Transfer .ipynb files to and from any app, ensuring smooth workflow across devices and platforms. File Management With Notebook Manager Browse, open, and manage files and folders with quick previews. Organize your files efficiently from inside the app. Fast Compilation & Optimized Execution Minimal load times with instant code cell execution. Built-in optimizations for large datasets and heavy computations. Python Console/IDLE For iPhone/iPad A dedicated interactive console for quick experiments and script testing. Education & Learning Ready Comes with example notebooks for Python basics, data analysis, and visualization - perfect for students, teachers, and self-learners. Dark & Light Mode Switch seamlessly between dark and light themes to suit your environment. Terms of Use(EULA): https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ Privacy Policy: https://evoraapps.com/jucode/privacy-policy.html jupyter,notebook,ipynb,ide,data,science,machine,learning,pandas,numpy,matplotlib,coding,analysis

About

webrios

This app brings the power of the R programming language to your mobile device. It offers a nearly full R environment for running code, managing data, and creating visualizations locally, ensuring your data remains private and secure.

Highlights
  • Local R execution via WebAssembly
  • Interactive console with code completion
  • R documentation browser
  • Tabbed code editor with syntax highlighting
  • Data visualization and plot gallery
  • CSV import and data frame inspection
  • Package management for over 15,000 R packages
  • Offline functionality
Features
Read full description

webRios brings the power of R to your iPhone and iPad through webR, a WebAssembly distribution of R. Run R code directly on your device with no server connection required. NEARLY FULL R ENVIRONMENT Run R 4.5 locally using WebAssembly technology in a nearly full feature R environment. Your code executes entirely on your device, keeping your data private and secure. (Some R packages are not available.) INTERACTIVE CONSOLE Execute R code with instant feedback. Intelligent code completion powered by R's completion engine. Function signature hints while typing. Syntax highlighting for better readability. Command history with easy recall. Smart quote handling for mobile keyboards. HELP BROWSER Search R documentation from your device. Browse function help pages with formatted output. Quick access to recently viewed topics. Run code examples directly from help pages. POWERFUL CODE EDITOR Write and save R scripts with tabbed editing. Code completion with function, argument, and package suggestions. Code folding to collapse and expand sections. Line numbers and current line highlighting. R-specific keyboard with assignment arrow, pipe, and common operators. Run entire scripts, selected code, or the current line. Customizable keyboard shortcuts. Per-tab undo and redo. DATA VISUALIZATION Generate plots with standard R graphics. Browse plots in a scrollable gallery. Pin favorite plots to keep them. Export plots via the system share sheet. DATA TOOLS Import CSV files with a full-featured Data Import Wizard. Inspect data frame columns with summary statistics and charts. Filter and explore data interactively. PACKAGE MANAGEMENT Works with over 15,000 R packages compiled for WebAssembly. Install packages from the webR repository. Browse available packages. Manage installed packages. ENVIRONMENT INSPECTOR View all variables in your workspace. See variable types, classes, and sizes. Monitor your R session state. Preview data values. EXECUTION HISTORY Browse past commands with timestamps and results. Filter by source, success, or failure. Re-run previous commands with a tap. Export history as text or JSON. PROJECT WORKSPACES Per-project R workspaces keep your sessions separate. Automatic session persistence and working directory tracking. Restart R with unresponsive session detection and recovery. FILE MANAGEMENT Create and edit R scripts. Import data files. Integration with iOS Files app. Share files with other apps. SPOTLIGHT SEARCH Find your R scripts from the iOS home screen. Scripts are indexed with function names and package references. Tap a result to open it directly in the editor. IPAD OPTIMIZED Four-pane workspace layout. Console, editor, environment, and plots side by side. Inline help documentation browser. Full keyboard shortcut support with discoverability overlay. WORKS OFFLINE Once launched, webRios works completely offline. Your code and data never leave your device unless you explicitly share them. PERFECT FOR Learning R on the go. Quick data analysis. Statistical calculations. Code prototyping. Teaching and demonstrations. Built with webR, an open-source MIT-licensed project that compiles R to WebAssembly. Learn more at https://r-wasm.org. This app is not affiliated with the webR development team or Posit. Note: First launch requires a few seconds to initialize the R environment. Some computationally intensive operations may be slower than desktop R due to WebAssembly constraints. This environment is not able to support developing an R package or writing compiled code.

Screenshots

Jupyter Notebook4 screens
webrios4 screens

Verdict

The call

The clearest difference is review sentiment: webrios at 100% against Jupyter Notebook's 40%. webrios also leads on rating (5.0 vs 4.3) and in-app purchases (none vs 3). Jupyter Notebook's advantage is chart position (#30 vs unranked) and iOS requirement (17.6 vs 26.0). On price, ratings volume, update cadence and ads there is nothing between them.

Scored on Price · Rating · Positive reviews · Number of ratings · Update frequency · Ads · In-app purchases · Monetization · Best chart rank · Devices · Requires iOS

CostPrice · In-app purchases · Ads · Monetization

Both are free to download. Jupyter Notebook sells 3 in-app purchases, starting at $9.99 per month. webrios asks for nothing beyond the download.

ReceptionRating · Positive reviews · Number of ratings

webrios holds the better App Store score, 5.0 against 4.3. Both are backed by a comparable volume of ratings — 13 and 6 respectively. Written reviews point the same way: 40% of Jupyter Notebook's written reviews are positive against 100% of webrios's.

UpkeepUpdate frequency

Jupyter Notebook ships an update fortnightly, webrios every 2 weeks. Both last shipped on October 24, 2026.

Scorecard6 real differences · 5 level
Jupyter Notebook versus webrios: the parameters behind the verdict, then further details
ParameterJupyter Notebookwebrios
PriceFreeFree
Rating4.3 (13 ratings)5.0 (6 ratings) — better
Positive reviews40.0% of reviews100.0% of reviews — better
Number of ratings13 — better6
Update frequencyFortnightly — betterEvery 2 weeks
AdsNoNo
In-app purchasesYesNo — better
MonetizationFreemiumFree — better
Best chart rank#30 — better—
DevicesiPhone, iPadiPhone, iPad
Requires iOS17.6 — better26.0
Further details — not scored
Size312 MB58 MB
Age rating4+4+
DeveloperDevang Samirbhai ShahJames Balamuta

Customer experience

Jupyter Notebook

All ratings8 ratings
Positive75.0%
Neutral0.0%
Negative25.0%
Written reviews10 reviews
Positive40.0%
Neutral0.0%
Negative60.0%

webrios

All ratings4 ratings
Positive100.0%
Neutral0.0%
Negative0.0%
Written reviews1 reviews
Positive100.0%
Neutral0.0%
Negative0.0%

In-app purchases

3 purchases

Jupyter Notebook

Subscriptions2
  • JuCode Pro Monthly$9.991 Month
  • JuCode Pro Annually$19.991 Year
One-time1
  • JuCode Pro Lifetime$24.99
None

webrios

No in-app purchases

Questions

Is Jupyter Notebook free?
Jupyter Notebook is free to download, with in-app purchases available.
Is webrios free?
webrios is free to download, with no in-app purchases.
Which has better reviews, Jupyter Notebook or webrios?
webrios is rated higher. Jupyter Notebook averages 4.3 out of 5 from 13 ratings, while webrios averages 5.0 from 6 ratings.
Do Jupyter Notebook or webrios have ads?
Neither Jupyter Notebook nor webrios shows ads.
Which is updated more often, Jupyter Notebook or webrios?
Jupyter Notebook ships an update fortnightly, and webrios every 2 weeks. Most recently, Jupyter Notebook was updated on October 24, 2026 and webrios on October 24, 2026.

Other comparisons