# Python IDE & Jupyter vs Digital Agents

The clearest difference is price: Python IDE & Jupyter at Free against Digital Agents's $4.99. Python IDE & Jupyter also leads on ratings volume (1.1K vs 2) and chart position (#30 vs unranked). Digital Agents's advantage is review sentiment (100% vs 59%) and in-app purchases (none vs 1). On ads, device support and iOS requirement there is nothing between them.

Python IDE & Jupyter is free to download; Digital Agents costs $4.99 up front. Python IDE & Jupyter sells 1 one-off in-app purchase. Digital Agents asks for nothing beyond the download.

Digital Agents holds the better App Store score, 5.0 against 4.6. That said, the two scores are not equally well evidenced: Python IDE & Jupyter has 1.1K ratings behind it against 2, so its average is the more settled of the two. Written reviews point the same way: 59% of Python IDE & Jupyter's written reviews are positive against 100% of Digital Agents's.

Python IDE & Jupyter ships an update every 5 weeks, Digital Agents every 3 days. The most recent releases landed on September 29, 2026 and September 22, 2026 respectively.

## The numbers

| Metric | Python IDE & Jupyter | Digital Agents |
| --- | --- | --- |
| Price | **Free** | $4.99 |
| Rating | [4.6 (1.1K ratings)](https://appshunter.io/ios/app/python-ide-and-jupyter-juno/id1462586500/reviews) | **[5.0 (2 ratings)](https://appshunter.io/ios/app/digital-agents/id6514299510/reviews)** |
| Number of ratings | **1.1K** | 2 |
| Positive reviews | 58.8% of reviews | **100.0% of reviews** |
| In-app purchases | Yes | **No** |
| Ads | No | No |
| Update frequency | Every 5 weeks | **Every 3 days** |
| Monetization | **Freemium** | Paid |
| Best chart rank | **#30** | — |
| Size | 661 MB | 4 MB |
| Requires iOS | **17.0** | 17.5 |
| Devices | iPhone, iPad | iPhone, iPad |
| Age rating | 4+ | 4+ |
| Developer | [Rational Matter Ltd](https://appshunter.io/developer/1315744136) | [ROBERT LUKE](https://appshunter.io/developer/1755695503) |

## What reviewers say

### Python IDE & Jupyter

[App page](https://appshunter.io/ios/app/python-ide-and-jupyter-juno/id1462586500)

**Currently charting:** #30 Top Grossing · Developer Tools, #192 Top Free · Developer Tools (US App Store)

This app provides a full-featured Python coding environment for mobile devices. It supports both Python scripts and Jupyter notebooks, offering offline execution, code completion, and access to popular data science libraries.

**Highlights:** Python script and Jupyter notebook support, Offline code execution, Code completion and console, File and folder navigation, Data science library integration, Package management

**Features:** Family Sharing, Vision Pro support

**In-app purchases (1)**

| Purchase | Price | Billing |
| --- | --- | --- |
| Juno Pro Unlock | $39.99 | one-time |

**What reviewers like**

- 🚀 Powerful Python app for iPhone and iPad
- 🚀 Excellent for data science and machine learning
- 🚀 Impressive Jupyter notebook performance
- 👍 Sleek and elegant interface
- 👍 Convenient for on-the-go coding

**What reviewers complain about**

- 🔒 Requires paid subscription to access full functionality
- 🐛 Crashes frequently, especially when switching apps
- 🐛 Buggy behavior with external file storage
- 🐛 Inability to install many required packages
- 🐛 Outdated Python version (3.6)

**Reported bugs**

- Crashes when running certain code or opening files
- Unreliable file management and syncing
- Compatibility issues with newer iOS versions

**Requested features**

- Add support for more Python libraries and frameworks (e.g., TensorFlow, Keras, Scikit-learn)
- Improve integration with external file storage (Google Drive, Dropbox, etc.)
- Implement cell collapsing and text size adjustment
- Add an interactive REPL terminal


### Digital Agents

[App page](https://appshunter.io/ios/app/digital-agents/id6514299510)

Create and customize AI agents for various tasks like writing, research, and business platform interaction. Upload documents to expand their knowledge and train them for specific needs. These assistants can interact with external tools and databases to perform real-world tasks.

**Highlights:** Create custom AI agents, Personalize agent personalities and expertise, Upload unlimited documents for agent knowledge, Interact with external tools and databases, Run multiple AI conversations simultaneously, Maintain continuous, context-aware conversations

**Features:** macOS Compatibility, Vision Pro support

**In-app purchases:** none


## Frequently asked questions

### Is Python IDE & Jupyter free?

Python IDE & Jupyter is free to download, with in-app purchases available.

### Is Digital Agents free?

Digital Agents costs $4.99, with no in-app purchases.

### Which has better reviews, Python IDE & Jupyter or Digital Agents?

Digital Agents is rated higher. Python IDE & Jupyter averages 4.6 out of 5 from 1.1K ratings, while Digital Agents averages 5.0 from 2 ratings.

### Do Python IDE & Jupyter or Digital Agents have ads?

Neither Python IDE & Jupyter nor Digital Agents shows ads.

### Which is updated more often, Python IDE & Jupyter or Digital Agents?

Python IDE & Jupyter ships an update every 5 weeks, and Digital Agents every 3 days. Most recently, Python IDE & Jupyter was updated on September 29, 2026 and Digital Agents on September 22, 2026.

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*Compared by [AppsHunter](https://appshunter.io/) from daily US App Store data. Review summaries are generated from verbatim App Store reviews.*