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Figma VS Apache Zeppelin

Compare Figma VS Apache Zeppelin and see what are their differences

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Figma logo Figma

Team-based interface design, Figma lets you collaborate on designs in real time.

Apache Zeppelin logo Apache Zeppelin

A web-based notebook that enables interactive data analytics.
  • Figma Landing page
    Landing page //
    2023-04-19
  • Apache Zeppelin Landing page
    Landing page //
    2023-07-21

Figma features and specs

  • Real-time Collaboration
    Figma allows multiple users to work on a design simultaneously, making it easy for teams to collaborate and provide real-time feedback without the need for constant file exchanges.
  • Cloud-Based
    Being cloud-based means that designers can access their projects from any device with an internet connection, enhancing flexibility and ensuring that the latest versions of files are always available.
  • Cross-Platform
    Figma is accessible on various operating systems, including Windows, macOS, and Linux, which makes it versatile for teams with diverse software environments.
  • Prototyping and Design in One Tool
    Figma integrates both design and prototyping features, reducing the need for additional tools and streamlining the design process from concept to final product.
  • Easy Handoff
    Developers can easily inspect elements, get CSS properties, and export assets directly from the design files, making the handoff process to development smooth and efficient.
  • Frequent Updates
    Figma regularly introduces new features and improvements, ensuring that users have access to the latest tools and functionalities in design.

Possible disadvantages of Figma

  • Internet Dependency
    Since Figma is cloud-based, a stable internet connection is necessary to access and edit projects. This can be a constraint in environments with poor internet connectivity.
  • Performance Issues
    With large files or complex projects, Figma can sometimes exhibit performance lags or slowdowns, which can impact productivity.
  • Limited Offline Capabilities
    Although some offline features are available, they are limited. Users may find it challenging to work without an internet connection, especially for collaborative efforts.
  • Cost
    While Figma offers a free tier, advanced features and higher usage limits require a paid subscription, which might be a barrier for freelancers or small teams with limited budgets.
  • Learning Curve for New Users
    New users, especially those transitioning from other design tools, might face a learning curve to fully grasp Figma's interface and functionalities.
  • Limited Advanced Vector Editing
    Compared to more specialized vector graphic tools like Adobe Illustrator, Figma’s vector editing capabilities might seem limited for complex, intricate designs.

Apache Zeppelin features and specs

  • Interactive Data Exploration
    Apache Zeppelin supports interactive data exploration and visualization. Users can write code in multiple languages (e.g., SQL, Python, R) and immediately see the results, enabling dynamic data analysis.
  • Multi-language Support
    Zeppelin supports multiple languages and backend systems through its interpreters, including Apache Spark, Python, JDBC, and more. This makes it versatile for data scientists and analysts who work with different technologies.
  • Collaborative Environment
    Zeppelin provides a collaborative environment where multiple users can share notebooks and insights. This fosters team collaboration and enhances productivity among data teams.
  • Integration with Big Data Tools
    Zeppelin integrates well with big data tools like Apache Spark, Hadoop, and various data storage solutions, making it an excellent choice for large-scale data processing and analysis tasks.
  • Custom Visualizations
    Users can create rich, custom visualizations with Zeppelin's built-in visualization tools or by leveraging libraries like D3.js. This helps in presenting data insights in a more understandable and visually appealing manner.

Possible disadvantages of Apache Zeppelin

  • Steeper Learning Curve
    For beginners, the learning curve for Apache Zeppelin can be quite steep, especially if they are not familiar with the command-line interface or the underlying technologies like Apache Spark or Hadoop.
  • Performance Issues
    Zeppelin can face performance issues when handling very large datasets or complex visualizations, potentially leading to slower response times or the need for significant hardware resources.
  • Limited Language Support
    While Zeppelin supports multiple languages through its interpreters, it doesn't support as many languages as some other data science tools, which could be a limitation for some users.
  • Security Concerns
    Since Apache Zeppelin allows code execution on the server, there are inherent security risks. Proper security measures must be in place to prevent unauthorized access and code execution, which can complicate setup and maintenance.
  • Dependency Management
    Managing dependencies and interpreter configurations in Zeppelin can be cumbersome, particularly in complex projects with multiple dependencies. This can lead to configuration drift and other maintenance challenges.

Analysis of Figma

Overall verdict

  • Yes, Figma is considered a highly effective and versatile design tool that caters to the needs of designers, developers, and project managers alike. Its robust set of features and cloud-based architecture make it a top choice for many teams.

Why this product is good

  • Figma is highly regarded for its user-friendly interface, real-time collaboration features, and powerful design tools that allow for seamless teamwork and efficient design processes. It operates entirely in the browser, which means no installation is necessary and it works across different operating systems. Figma is also praised for its extensive library of plugins and the ability to easily share design systems and prototypes.

Recommended for

  • UI/UX designers
  • Product teams
  • Remote design teams
  • Web and mobile app developers
  • Design educators and students

Analysis of Apache Zeppelin

Overall verdict

  • Yes, Apache Zeppelin is generally regarded as a good tool, particularly for data scientists and analysts who require a versatile environment for analyzing and visualizing complex datasets.

Why this product is good

  • Apache Zeppelin is considered a good tool because it offers a web-based notebook that supports interactive data analysis, visualization, and collaboration. It is versatile, supporting multiple languages such as Scala, Python, and SQL. It integrates well with big data technologies like Apache Spark and Hadoop, making it suitable for complex data processing and real-time analytics.

Recommended for

  • Data Scientists
  • Data Analysts
  • Machine Learning Engineers
  • Big Data Professionals
  • Teams requiring collaborative data analysis and visualization

Figma videos

+ Add

Figma UI Design Tutorial: Get Started in Just 24 Minutes!

More videos:

  • Demo - What is Figma

Apache Zeppelin videos

+ Add

Apache Zeppelin Meetup

Category Popularity

0-100% (relative to Figma and Apache Zeppelin)

Figma

Apache Zeppelin

Design Tools
100 100%
Design Tools
0% 0
Office & Productivity
0 0%
Office & Productivity
100% 100
Prototyping
100 100%
Prototyping
0% 0
IDE
0 0%
IDE
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Figma and Apache Zeppelin

Figma Reviews

  1. Maksym Moskalenko
    · Founder at Mixcode.io ·
    Everything you need for design

    My favorite tool right now.

  2. Olaniyan Samuel
    · Content writer at Saas2biz.com ·
    Figma: An Essential Tool for Web Designers and Collaborators

    Figma, a versatile cloud-based design software, stands out among design tools due to its real-time collaboration feature. It caters not only to web design but also to print projects. Offering an intuitive interface and powerful features, it allows simultaneous editing, eliminating the hassle of file sharing. Figma's adaptability covers website, mobile app, and print layout design, supported by an array of customizable templates.

    Beyond designers, collaborators benefit from Figma's capabilities too. Project managers and clients can offer real-time feedback, streamlining reviews and expediting project progress. Its pricing model, featuring a free version with limited features and a paid option, suits various budgets, ensuring accessibility to freelancers and larger agencies alike.

    Core features like real-time collaboration, prototyping, and reusable design elements distinguish Figma. These features facilitate efficient design iterations, ensuring consistency and enabling users to test ideas before development. The tool's emphasis on seamless collaboration makes it a valuable asset for teams, fostering clear communication through comments directly on the design file.

    🏁 Competitors: Adobe XD, Framer, Sketch, Moqups
    👍 Pros:    Real-time collaboration|Versatility|Intuitive user interface|Feedback and communication|Prototyping capabilities|Accessibility
    👎 Cons:    Learning curve|Internet dependency|Limited free version|Security concerns|Complexity in large projects
  3. Hussain Raza
    · Design at Fiverr.com ·
    The best designing app for your website!

    It is user friendly app with alot of modern features which give your website a cool look

    🏁 Competitors: Adobe Illustrator
    👍 Pros:    Easy to use|User friendly interface
    👎 Cons:    Expensive
Top 6 Figma Alternatives: Prototyping and UI/UX Tools
Figma is a tool that almost everyone has heard about, whether you are a designer, programmer, or marketer. However, for those unfamiliar with Figma, it is a flexible web design platform that allows real-time teamwork to create interactive user interface prototypes. Due to Figma's high accessibility and browser compatibility, designers can work from anywhere. Figma provides a...
Source: fronty.com
10 Best Figma Alternatives in 2024
Figma is the preferred tool of many professionals in the field of interactive design, real prototyping and graphic design. Figma simplifies and speeds up the brainstorming process with its online whiteboards and loaded frames. There are other collaborative design and prototype platforms available except Figma, which is definitely among the best. It’s too difficult for some...
Source: www.geeksforgeeks.org
Top 10 Figma Alternatives for Your Design Needs | ClickUp
Whatever your reason for seeking a Figma alternative, there are plenty of options that can help you ace the design game. In this article, we’ll introduce you to the top 10 Figma alternatives, discuss their pros and cons, and help you find the best solution for your design workflows.
Source: clickup.com
9 Best InVision Alternatives to Switch to in 2024
Siter’s official Figma plugin makes it easy to import Figma designs directly to the platform.
Source: designmodo.com
Figma Alternatives: 12 Prototyping and Design Tools in 2024
Prototyping is a concept where you and your team draft a version of a product. For many designers, Figma is the go-to design platform to do this. However, if you’re looking for an alternative to Figma, look no further, as we’ll list 12 of the best prototyping and design tools available in 2023.
Source: mockitt.wondershare.com

Apache Zeppelin Reviews

12 Best Jupyter Notebook Alternatives [2023] – Features, pros & cons, pricing
Apache Zeppelin is an open-source platform for data science and analytics that is similar to Jupyter Notebooks. It allows users to write and execute code in a variety of programming languages, as well as include text, equations, and visualizations in a single document. Apache Zeppelin also has a built-in code editor and supports a wide range of libraries and frameworks,...
Source: noteable.io
The Best ML Notebooks And Infrastructure Tools For Data Scientists
Apache Zeppelin is another web-based open-source notebook popular among data scientists. The platform supports three languages – SQL, Python, and R. Zeppelin also backs interpreters such as Apache Spark, JDBC, Markdown, Shell, and Hadoop. The built-in basic charts and pivot table structures help to create input forms in the notebook. Zeppelin can be shared on Github and...
Source: analyticsindiamag.com

Social recommendations and mentions

Based on our record, Figma seems to be a lot more popular than Apache Zeppelin. While we know about 108 links to Figma, we've tracked only 9 mentions of Apache Zeppelin. 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.

Figma mentions (108)

  • The Best 100 Free UI/UX Resources for Every Designer & Developer
    Figma Figma.com Collaborative design tool with vector graphics, prototyping, and developer handoff features. Free for individuals. - Source: dev.to / 3 months ago
  • Ask HN: Who is hiring? (February 2025)
    Figma | Security Engineer | Remote or Hybrid (SF, NYC, Seattle) | https://figma.com | Full-Time, $149-350k + Equity Figma makes the modern tools that modern companies use to design apps. And because of that highly sensitive data, security is extremely important to get right. (If the next iPhone were designed using Figma and a breach leaked it... yeah, you get the point.) Anyway, I am on the security team over here... - Source: Hacker News / 4 months ago
  • CSS is Emotional: z-index and the Hierarchy of Needs
    Imagine shuffling papers on a desk. Even though the desk is flat, papers stack in layers—some on top, others below. That's exactly what z-index does on websites. If you're familiar with tools like Canva, PowerPoint, Photoshop, or Figma, you know this feature as "Send to Back" or more accurately, "Arrange" or "Position". - Source: dev.to / 5 months ago
  • You Are Already Using Wasm In Production
    If you use Microsoft’s online Office.com suite or the popular Figma graphics tool, you’ve already used Wasm in production. If you’ve used a device to watch streaming services like BBC or Amazon Prime, you’ve already used Wasm in production. In fact, you’re using Wasm in production right now. This website has been powered by server-side Wasm since its initial launch in February of 2022. Our serverless platform for... - Source: dev.to / 6 months ago
  • My tech stack for startups in 2025
    I'm continuing to use Adobe's Creative Cloud. Photoshop, Illustrator, and Premiere Pro are tools that I already know my way around so I'm keeping those close. I know that many people love how quick and easy it is to get something done with tools like Canva or Figma. I think whatever you are comfortable with and enables you to move fast you should keep using. - Source: dev.to / 7 months ago
View more

Apache Zeppelin mentions (9)

  • 📊 Visualise Presto Queries with Apache Zeppelin: A Hands-On Guide
    In the previous article, we explored the installation of Presto. Building on that foundation, it's time to take your data exploration one step further by integrating Presto with Apache Zeppelin, a powerful web-based notebook that allows interactive data analytics. - Source: dev.to / 15 days ago
  • Serverless Data Processing on AWS : AWS Project
    To do so, we will use Kinesis Data Analytics to run an Apache Flink application. To enhance our development experience, we will use Studio notebooks for Kinesis Data Analytics that are powered by Apache Zeppelin. - Source: dev.to / 7 months ago
  • Serverless Apache Zeppelin on AWS
    Now we can proceed with the definition of Apache Zeppelin. It is a web-based notebook that enables data-driven, interactive data analytics and collaborative documents with Python, Scala, SQL, Spark, and more. You can execute code and even schedule a job (via cron) to run at regular intervals. - Source: dev.to / over 1 year ago
  • Visualization using Pyspark Dataframe
    Have you tried Apache Zepellin I remember that you can pretty print spark dataframes directly on it with z.show(df). Source: about 3 years ago
  • Fast CSV Processing with SIMD
    I used to use Zeppelin, some kind of Jupyter Notebook for Spark (that supports Parquet). But it may be better alternatives. https://zeppelin.apache.org/. - Source: Hacker News / over 3 years ago
View more

What are some alternatives?

When comparing Figma and Apache Zeppelin, you can also consider the following products

Adobe XD - Adobe XD is an all-in-one UX/UI solution for designing websites, mobile apps and more. 

Now Platform - Get native platform intelligence, so you can predict, prioritize, and proactively manage the work that matters most with the NOW Platform from ServiceNow.

Sketch - Professional digital design for Mac.

Amazon SageMaker - Amazon SageMaker provides every developer and data scientist with the ability to build, train, and deploy machine learning models quickly.

Invision - Prototyping and collaboration for design teams

Adobe Flash Builder - If you are facing issues while downloading your Creative Cloud apps, use the download links in the table below.

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