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Matplotlib VS Mailgun

Compare Matplotlib VS Mailgun and see what are their differences

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Matplotlib logo Matplotlib

matplotlib is a python 2D plotting library which produces publication quality figures in a variety...

Mailgun logo Mailgun

A set of powerful APIs that enable you to send, receive and track email from your app effortlessly whether you use Python, Ruby, PHP, C#, Node.js or Java.
  • Matplotlib Landing page
    Landing page //
    2023-06-14
  • Mailgun Landing page
    Landing page //
    2023-07-16

Matplotlib features and specs

  • Versatility
    Matplotlib can generate a wide variety of plots, ranging from simple line plots to complex 3D plots. This versatility makes it a go-to library for many scientific and technical visualizations.
  • Customization
    It offers extensive customization options for virtually every element of a plot, including colors, labels, line styles, and more, allowing users to tailor plots to meet specific needs.
  • Integrations
    Matplotlib integrates well with other Python libraries such as NumPy, Pandas, and SciPy, making it easier to plot data directly from these sources.
  • Community and Documentation
    It has a large, active community and comprehensive documentation that includes tutorials, examples, and detailed references, which can help users solve problems and improve their plot-making skills.
  • Interactivity
    Matplotlib supports interactive plots, which can be embedded in Jupyter notebooks and GUIs, allowing for dynamic data exploration and presentation.
  • Publication-Quality
    The library is capable of producing high-quality, publication-ready graphics that meet the stringent requirements of academic journals and professional presentations.

Possible disadvantages of Matplotlib

  • Complexity
    While Matplotlib offers extensive customization, it can be complex and sometimes unintuitive for beginners, requiring a steep learning curve to master all its functionality.
  • Performance
    Rendering a large number of plots or handling very large datasets can be slow, making Matplotlib less suitable for real-time data visualization.
  • Modern Aesthetics
    Out-of-the-box plots from Matplotlib can look somewhat dated compared to those from newer plotting libraries like Seaborn or Plotly, requiring additional customization to achieve a modern look.
  • 3D Plots
    Although Matplotlib supports 3D plotting, its capabilities are relatively limited and less sophisticated compared to specialized 3D plotting libraries.
  • Size and Structure
    The package is relatively large and can be slow to import. Its extensive structure can make finding specific functions and understanding the overall architecture challenging.

Mailgun features and specs

  • Scalability
    Mailgun can handle high volumes of emails efficiently, making it ideal for businesses of all sizes, from startups to large enterprises.
  • API Flexibility
    Mailgun offers a robust and flexible API that is developer-friendly, allowing for easy integration and customization to fit specific needs.
  • Deliverability
    Mailgun has strong email deliverability rates due to its reputation and infrastructure, which helps ensure emails reach recipients' inboxes as intended.
  • Analytics and Tracking
    It provides comprehensive email analytics and tracking features, allowing businesses to monitor open rates, click-through rates, and other vital statistics.
  • SMTP Relay
    Mailgun supports SMTP Relay, making it versatile for sending emails from a variety of applications and systems.
  • Support and Documentation
    Mailgun offers extensive support and documentation, which helps in troubleshooting and enhances the user experience.

Possible disadvantages of Mailgun

  • Cost
    Mailgun pricing can become expensive for high-volume email senders, especially when compared to some other email service providers.
  • Complex Setup
    Initial setup and configuration of Mailgun can be complex, particularly for users who are not very technical.
  • Spam and Bounce Management
    While deliverability is generally strong, some users have reported challenges with spam and bounce management, which can affect email performance metrics.
  • Learning Curve
    For those new to email APIs or less tech-savvy, there might be a steep learning curve to effectively use all of Mailgun's features.
  • Customer Support Response Time
    Some users have reported slower response times from customer support, which can be a drawback if immediate assistance is needed.

Analysis of Matplotlib

Overall verdict

  • Yes, Matplotlib is a good library for data visualization, particularly for users who require a versatile and powerful plotting solution in Python.

Why this product is good

  • Matplotlib is highly regarded due to its extensive customization options, versatility in creating a wide range of static, animated, and interactive plots, and its large user community and support. It integrates well with other scientific libraries in Python, making it a staple for data visualization. The library is also open-source and frequently updated, ensuring it remains a reliable choice for users.

Recommended for

  • Data scientists and analysts needing to create detailed, customized visual representations of their data.
  • Researchers and engineers looking for a comprehensive plotting library that supports scientific and engineering formats.
  • Python developers who require integration with other scientific computing libraries like NumPy and Pandas.

Analysis of Mailgun

Overall verdict

  • Mailgun is a solid choice for businesses looking for a dependable and scalable email service provider. Its feature-rich platform and ease of integration make it stand out in the industry.

Why this product is good

  • Mailgun is considered a reliable choice for email delivery due to its robust set of features tailored for transactional and marketing emails. It offers powerful APIs for easy integration, high deliverability rates, detailed analytics, and comprehensive logging. Its scalability meets the needs of both small startups and large enterprises. Mailgun also provides excellent support and documentation, making it accessible for developers.

Recommended for

  • Developers and tech startups requiring programmable email solutions
  • Companies seeking reliable transactional email services
  • Organizations looking for detailed analytics and reporting on email performance
  • Businesses requiring scalable solutions for sending both small and large volumes of emails
  • Users who need robust APIs for seamless email service integration

Matplotlib videos

Learn Matplotlib in 6 minutes | Matplotlib Python Tutorial

Mailgun videos

Introducing the new Mailgun

More videos:

  • Review - Why Emails are sent to Spam! Even with Premium Services Like Amazon SES, Sendgrid, Gsuite, Mailgun
  • Review - Getting Started with Mailgun

Category Popularity

0-100% (relative to Matplotlib and Mailgun)
Data Science And Machine Learning
Email Marketing
0 0%
100% 100
Technical Computing
100 100%
0% 0
Email Marketing Platforms

User comments

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Reviews

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

Matplotlib Reviews

25 Python Frameworks to Master
Matplotlib is a widely used tool for data visualization in Python. It provides an object-oriented API for embedding plots into applications.
Source: kinsta.com
5 Best Python Libraries For Data Visualization in 2023
You can use this library for multiple purposes such as generating plots, bar charts, histograms, power spectra, stemplots, pie charts, and more. The best thing about Matplotlib is you just have to write a few lines of code and it handles the rest by itself. Metaplotilib focuses on static images for publication along with interactive figures using toolkits like Qt and GTK.
15 data science tools to consider using in 2021
Matplotlib is an open source Python plotting library that's used to read, import and visualize data in analytics applications. Data scientists and other users can create static, animated and interactive data visualizations with Matplotlib, using it in Python scripts, the Python and IPython shells, Jupyter Notebook, web application servers and various GUI toolkits.
Top Python Libraries For Image Processing In 2021
Matplotlib is primarily used for 2D visualizations such as scatter plots, bar graphs, histograms, and many more, but we can also use it for image processing. It is effective to get information out of an image. It doesnโ€™t support all file formats.
Top 8 Python Libraries for Data Visualization
Matplotlib is a data visualization library and 2-D plotting library of Python It was initially released in 2003 and it is the most popular and widely-used plotting library in the Python community. It comes with an interactive environment across multiple platforms. Matplotlib can be used in Python scripts, the Python and IPython shells, the Jupyter notebook, web application...

Mailgun Reviews

Transactional email providers for indie businesses 2020
Mailgunโ€™s one dedicated IP address starts with the Foundation plan ($35) for 100k emails and up ($75). You might consider going for the growth plan ($80) already with 1000 email address validations included.
10 Top Mailgun Alternatives | Most Affordable Competitors 2019
Mailgun SMTP is receiving 5 star reviews from people around the world. They are showering all the love, and support on Mailgun for their excellent service, features and usability.
Source: www.formget.com
The 36 Best Marketing Automation Tools to Use in 2020
Mailgun is an email infrastructure and transactional email platform built for developers that need a simple email API integration to send, receive, and track email with their app regardless of what programming language they use. Mailgun offers a flexible pricing model that starts at as low as $5/month for 10,000 emails.
Source: encharge.io
8 Most Reliable Mandrill Alternative SMTP Relays
Mailgun can push a webhook to the userโ€™s app ( like EasySendy Pro), whenever an action takes place on the sent emails. The MailGun API offers much more than just sending the emails. Users can send up to a thousand personalized email messages with a single API call, making it effortless to send out bulk mailings from an app. Moreover, users can use tags to segregate their...
Source: easysendy.com
7 Best Transactional Email Services: Sendgrid vs. Mandrill & More
Hi, I use Mailgun for sending transactional mails and send around 2k mails per week and we are on shared IP and so, I am facing some issues like ESP throttling issues, because of the others who are using the same as I do. I have to get my shared IP changed every time I ran into these kind of issues. Mailgun recommends to use a dedicated IP when you send more than 5k mails...

Social recommendations and mentions

Based on our record, Matplotlib seems to be a lot more popular than Mailgun. While we know about 114 links to Matplotlib, we've tracked only 11 mentions of Mailgun. 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.

Matplotlib mentions (114)

  • The soul file
    In February, an AI agent named MJ Rathbun submitted a pull request to matplotlib โ€” the Python plotting library used by half the scientific computing world. Scott Shambaugh, a volunteer maintainer, rejected it. Standard code review. Nothing unusual. - Source: dev.to / 4 months ago
  • How to Analyze CSV Files with Python and Pandas
    Numbers are useful, but sometimes itโ€™s easier to spot patterns when you can actually see your data. Pandas works seamlessly with Matplotlib, a popular Python library for creating visualizations. Together, they make it easy to turn raw numbers into clear charts. - Source: dev.to / 7 months ago
  • libmalloc, jemalloc, tcmalloc, mimalloc - Exploring Different Memory Allocators
    We are storing the results in JSON files, which we combine, analyze and visualize using matplotlib in Python. Here's the structure of a benchmark result file:. - Source: dev.to / 8 months ago
  • Building an AI Scoring Agent: Step-By-Step
    NetworkX and Matplotlib were used to visualize the graph structure of the agent. - Source: dev.to / 9 months ago
  • Top 5 GitHub Repositories for Data Science in 2026
    The book introduces the core libraries essential for working with data in Python: particularly IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and related packages Familiarity with Python as a language is assumed; if you need a quick introduction to the language itself, see the free companion project, Aโ€ฆ. - Source: dev.to / 10 months ago
View more

Mailgun mentions (11)

  • The 7 best transactional email services for developers in 2023
    Mailgun from Sinch is a well-established, developer-focused email service that's been in business since 2010. It powers email delivery for some large, well-known companies including Lyft, American Express, and Wikipedia. As a developer-focused tool, Mailgun is fast to get started with and integrate into your product. It's an excellent offering if you're looking for a reliable, easy-to-use product. - Source: dev.to / over 2 years ago
  • Mailgun REST API integration from serverless node.js
    In this Mailgun integration example we'll show how easy it is to create and deploy a complete serverless backend that integrates with the Mailgun SaaS API for sending email messages to your users. - Source: dev.to / over 3 years ago
  • Self-hosted email is the hardest it's ever been, but also the easiest
    Another solution to this problem is relaying through services which will do the heavy lifting for you (this was been discussed in the original thread, here and in the article I wrote). So far people have suggested - ImprovMX (https://improvmx.com) - Mailgun (https://mailgun.com) As any others come in I will update this comment (until I can't, anyway) and the article as a reference. - Source: Hacker News / almost 4 years ago
  • Anyone else getting bombarded with invoice spam emails? Iโ€™m using a custom domain. These have been relentless for months.
    Sure. I have an account with mailgun, though I have heard good things about sendgrid as well. It costs me $35/mo, but I use the account as part of the management of a phpbb forum I host, but I have a patreon for that that covers the expenses. If I didn't have that patreon, I would have to think pretty hard about how to proceed. Source: almost 4 years ago
  • SWBC wants to spoof emails in our domain to our customers, and wants us to add them to our SPF records
    As you can see, "mailgun.com" the "leading email delivery service for companies around the world" is included in their SPF despite not being them, precisely so they can spoof being Edward Jones, presumably in some marketing effort:. Source: about 4 years ago
View more

What are some alternatives?

When comparing Matplotlib and Mailgun, you can also consider the following products

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

MailChimp - MailChimp is the best way to design, send, and share email newsletters.

NumPy - NumPy is the fundamental package for scientific computing with Python

Twilio - Brings voice and messaging to your web and mobile applications.

Seaborn - Seaborn is a Python data visualization library that uses Matplotlib to make statistical graphics.

Brevo - Innovative online Email Marketing solution to manage your contacts, create & send your newsletters and track your results. More than 80 000 clients. Best prices and attractive features.