Best Matplotlib Apps

207+ iOS apps curated and reviewed

4.4 avg rating
13 free apps
Updated September 2026

The best matplotlib apps on iPhone average 4.4★ across 207+ titles — we've ranked them by what real users actually keep on their phones. Updated September 2026.

Compare top Matplotlib Apps (September 2026)

#AppPriceRatingAdsIn-App PurchasesUpdated
1Pythona - Python 3 IDEPythona - Python 3 IDEFree5.0★ (4)NoYesSep 2026
2Carnets - JupyterCarnets - JupyterFree4.6★ (316)NoNoSep 2026
3Python CodingPython CodingFree was $9.994.8★ (1K)YesYesSep 2026
4Matplotlib教程Matplotlib教程$1.993.0★ (2)NoNoAug 2026
5Python IDE & Jupyter – JunoPython IDE & Jupyter – JunoFree was $17.994.6★ (1.1K)NoYesSep 2026
6Carnets - Jupyter (with scipy)Carnets - Jupyter (with scipy)Free4.6★ (87)NoNoSep 2026
7PeterJohn NumPy MatplotlibPeterJohn NumPy Matplotlib$12.99 was $13.99NoNoAug 2026
8Matplotlib Tutorial GuideMatplotlib Tutorial Guide$1.99NoNoJul 2026

Top Picks for Matplotlib

Carnets - Jupyter#2

Carnets - Jupyter by Nicolas Holzschuch

A standalone Jupyter notebook
Strong Contender
🛠️ Developer Tools
4.6😊(316 ratings)
Free
Carnets - Jupyter screenshot 1
Carnets - Jupyter screenshot 2
Carnets - Jupyter screenshot 3
Carnets - Jupyter screenshot 4

This app offers a standalone Jupyter notebook environment for creating and running code snippets, combining them with text and Markdown. It includes pre-installed scientific packages and allows for offline use, making it ideal for education and research.

What We Love

  • 🚀 Excellent app for coding on iPad
  • 👍 Convenient for learning and coding on the go
  • 🚀 Works just like Jupyter Notebook on desktop
  • 👍 Helpful for self-learning Python
  • 👍 Useful for data science and machine learning

Room to Improve

  • 🐛 Bugs and stability issues
  • 🔋 Battery drain and overheating
  • 🔒 Unauthorized access to photo library
  • 🐛 Issues with importing certain libraries like SciPy and Scikit-learn
Python Coding#3

Python Coding by 婉媚 邵

Python IDE
Worth Considering
🛠️ Developer Tools
4.8😊(1K ratings)
FreeAdsIn-App Purchases
#40in Developer Tools
Python Coding screenshot 1
Python Coding screenshot 2
Python Coding screenshot 3
Python Coding screenshot 4
Python Coding screenshot 5
Python Coding screenshot 6

This app provides a powerful Python IDE for mobile devices, allowing users to write, run, and learn Python 3 code offline. It includes features for data science, interactive tutorials, and coding challenges, making it ideal for learners and developers.

What We Love

  • 👍 Comfortable usage
  • 👍 Easier than on laptop
  • 👍 Good for training
  • 👍 Seamless interface
  • 👍 Supports Matplotlib
  • 👍 Clean interface
  • 👍 Runs code smoothly
  • 👍 Versatile
  • 👍 Easy to understand
  • 👍 Supports turtle graphics

Room to Improve

  • 🐛 Occasional crashes
  • 🔒 Requires Pro mode for many features
  • 🐛 Keyboard won't pull up
  • 🐛 Gave unexpected error

More Matplotlib apps to explore

FAQ about Matplotlib

What are the best matplotlib apps for iPhone?
Pythona - Python 3 IDE tops our matplotlib apps ranking as of September 2026, with a 5.0-star average from 4 App Store ratings, and it's free to download.
Yes — 13 of the top matplotlib apps we rank are free to download, including Pythona - Python 3 IDE and Carnets - Jupyter.
Pythona - Python 3 IDE has no ads and offers in-app purchases, according to its App Store listing as of September 2026.
We track 207+ matplotlib apps on the iOS App Store as of September 2026, ranked by rating, recency, and analysis of real user reviews.
Pythona is a free, on-device Python 3.14 IDE for iPhone and iPad. It allows you to run Python code, scientific computing libraries, and large language models directly on your device.
Yes, Pythona features Jupyter-style notebooks. You can write and run Python in cells, with charts, tables, and images rendering inline, and it supports opening, editing, and saving .ipynb files.

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