Best Matplotlib Apps

206+ iOS apps curated and reviewed

4.5 avg rating
14 free apps
Updated August 2026

The best matplotlib apps on iPhone average 4.5★ across 206+ titles — we've ranked them by what real users actually keep on their phones. Updated August 2026.

Compare top Matplotlib Apps (August 2026)

#AppPriceRatingAdsIn-App PurchasesUpdated
1Pythona - Python 3 IDEPythona - Python 3 IDEFree5.0★ (4)NoYesAug 2026
2Carnets - JupyterCarnets - JupyterFree4.6★ (316)NoNoAug 2026
3Python CodingPython CodingFree was $9.994.8★ (1K)YesYesAug 2026
4Juno – Python and JupyterJuno – Python and JupyterFree was $17.994.6★ (1.1K)NoYesAug 2026
5Carnets - Jupyter (with scipy)Carnets - Jupyter (with scipy)Free4.6★ (87)NoNoAug 2026
6Matplotlib Tutorial GuideMatplotlib Tutorial Guide$1.99NoNoJul 2026
7PeterJohn NumPy MatplotlibPeterJohn NumPy Matplotlib$12.99 was $13.99NoNoAug 2026
8Matplotlib教程Matplotlib教程$1.993.0★ (2)NoNoAug 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
#98in Developer Tools
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

Room to Improve

  • 🐛 Bugs and stability issues
  • 🔋 Battery drain and overheating
  • 🔒 Unauthorized access to photo library
Python Coding#3

Python Coding by 婉媚 邵

Python IDE
Worth Considering
🛠️ Developer Tools
4.8😊(1K ratings)
FreeAdsIn-App Purchases
#25in 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

Room to Improve

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

More Matplotlib apps to explore

4
Juno – Python and Jupyter
Juno – Python and Jupyter
Juno – Python and Jupyter
Notebook & script IDE with AI
Free
$17.99 | 100% OFF

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.

Python script and Jupyter notebook supportOffline code executionCode completion and console
🛠️ Developer Tools
(1.1K)
freemium
5
Carnets - Jupyter (with scipy)
Carnets - Jupyter (with scipy)
Carnets - Jupyter (with scipy)
Jupyter notebooks, with scipy
Free

This app offers a full Jupyter notebook experience on your device, ideal for education and research. It includes scientific computation packages like SciPy and scikit-learn, allowing you to write and run Python code offline. Notebooks can be shared and opened from other applications.

Offline Jupyter notebook executionIncludes SciPy, scikit-learn, and SeabornEmbedded Python interpreter
🛠️ Developer Tools
(87)
free
6
Matplotlib Tutorial Guide
Matplotlib Tutorial Guide
Matplotlib Tutorial Guide
Matplotlib Master Python Data
$1.99
🛠️ Developer Tools
(0)
7
PeterJohn NumPy Matplotlib
PeterJohn NumPy Matplotlib
PeterJohn NumPy Matplotlib
Python IDE + NumPy Matplotlib
$12.99
$13.99 | 7% OFF

This Python interpreter for iPhone allows you to study data science, deep learning, and reinforcement learning using NumPy and Matplotlib. It provides a user-friendly interface with tutorials and scripts to get started quickly.

Python interpreter for iPhoneIncludes NumPy moduleIncludes Matplotlib module
🛠️ Developer Tools
(0)
paid
8
Matplotlib教程
Matplotlib教程
Matplotlib教程
by 强 马
$1.99

This app teaches users how to create various static, dynamic, and interactive charts using Python's Matplotlib library. It covers a wide range of plot types, from simple line graphs to complex 3D visualizations and animations, making data presentation more intuitive.

Learn data visualization with PythonCreate static, dynamic, and interactive chartsDraw line plots, scatter plots, and contour plots
🛠️ Developer Tools
(2)
paid
9
PyPlot Lab
PyPlot Lab
PyPlot Lab
Master Data Visualization
$6.99
📚 Education
(0)
10
Python+
Python+
Python+
Learn Python 3
Free

Learn Python 3 with a comprehensive offline app. It offers structured courses, interactive tutorials, a code editor, and a Python interpreter. Master data analysis and machine learning concepts on your mobile device.

Structured Python 3 coursesInteractive tutorials with live outputFull-featured Python IDE
🛠️ Developer Tools
(48)
free with in-app purchases
11
Jupyter Notebook - JuCode
Jupyter Notebook - JuCode
Jupyter Notebook - JuCode
Google Colab for iPhone & iPad
Free

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.

Jupyter Notebook supportFull Python 3 integrationGoogle Colab compatibility
🛠️ Developer Tools
(2)
freemium
12
CS++ Python IDE
CS++ Python IDE
CS++ Python IDE
Offline Python 3 editor
Free
📚 Education
(0)
13
Python Code Play
Python Code Play
Python Code Play
Learn python in easiest way
Free
📚 Education
(0)
14
Python Rice - An Introduction to Interactive Programming in Python
Python Rice - An Introduction to Interactive Programming in Python
Python Rice - An Introduction to Interactive Programming in Python
by GabrielMassana
Free
📚 Education
(0)
15
PythonCrafted
PythonCrafted
PythonCrafted
Learn Python , Yours Forever
Free
📚 Education
(0)
16
Python Code App - IDE & Editor
Python Code App - IDE & Editor
Python Code App - IDE & Editor
Python coding, run, debug
Free
🛠️ Developer Tools
(0)
17
PyScience Lab
PyScience Lab
PyScience Lab
Master SciPy & NumPy
$6.99
📚 Education
(0)
18
PyStudio - Learn & Run Python
PyStudio - Learn & Run Python
PyStudio - Learn & Run Python
Python Compiler IDE for mobile
Free

This mobile application serves as a comprehensive Python development environment, allowing users to write, compile, and run Python code directly on their devices. It supports data science libraries and machine learning model training, offering a VS Code-like coding experience with intelligent suggestions and debugging tools.

Python 3 compiler and interpreterMonaco Editor with VS Code experienceNumPy, Pandas, Matplotlib support
🛠️ Developer Tools
(1)
ad-supported
19
blimto
blimto
blimto
Coding, Math, Science & More
Free
📚 Education
(0)
20
Learn Data Science - Python
Learn Data Science - Python
Learn Data Science - Python
Python, ML & Deep Learning
$1.99
📚 Education
(0)

FAQ about Matplotlib

What are the best matplotlib apps for iPhone?
Pythona - Python 3 IDE tops our matplotlib apps ranking as of August 2026, with a 5.0-star average from 4 App Store ratings, and it's free to download.
Yes — 14 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 August 2026.
We track 206+ matplotlib apps on the iOS App Store as of August 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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