Software Alternatives, Accelerators & Startups

UIKit VS Streamlit

Compare UIKit VS Streamlit and see what are their differences

UIKit logo UIKit

A lightweight and modular front-end framework for developing fast and powerful web interfaces

Streamlit logo Streamlit

Turn python scripts into beautiful ML tools
  • UIKit Landing page
    Landing page //
    2023-07-24
  • Streamlit Landing page
    Landing page //
    2023-10-07

UIKit features and specs

  • Modularity
    UIKit is highly modular, allowing developers to include only the components they need. This can lead to more efficient and faster loading webpages.
  • Extensive Documentation
    The framework comes with extensive and well-detailed documentation, making it easier for developers to get started and effectively utilize components.
  • Responsive Design
    UIKit is designed with responsiveness in mind, offering a sleek user experience across different screen sizes and devices.
  • Customization
    UIKit allows for deep customization through its LESS and SCSS files, enabling developers to modify the framework according to their needs.
  • Active Community
    There is an active community which leads to consistent updates and a wealth of shared resources and plugins.

Possible disadvantages of UIKit

  • Learning Curve
    For beginners, UIKit can be complex and might require a learning curve to become proficient in its use.
  • Limited Third-Party Integrations
    Compared to more mature frameworks like Bootstrap, UIKit may offer fewer third-party integrations and plugins.
  • Potential Overhead
    Including too many unnecessary components can add to the overhead, resulting in slower load times if not managed properly.
  • Inconsistencies Across Browsers
    Occasional inconsistencies may be noted across different browsers, which may require additional effort to resolve.
  • Less Recognition
    UIKit is not as commonly recognized as some other frameworks, which may lead to challenges in finding developers experienced with it.

Streamlit features and specs

  • Ease of Use
    Streamlit's API is extremely intuitive and easy to learn, which makes it accessible for developers of varying experience levels. The simplicity allows for rapid development and less time spent on complex front-end coding.
  • Interactive Widgets
    It provides a set of interactive widgets that make it simple to add complex functionalities like sliders, buttons, and file uploaders to your application with minimal code.
  • Real-time Feedback
    Streamlit supports real-time data updates, allowing users to see changes instantly. This is particularly useful for data analysis and machine learning applications where live data visualization is crucial.
  • Integration with Machine Learning Libraries
    Streamlit integrates seamlessly with popular machine learning libraries like TensorFlow, PyTorch, and scikit-learn, making it a great tool for showcasing machine learning models and results.
  • Open Source
    Being an open-source project, Streamlit is free to use and comes with the support and contributions of an active community. This means continuous improvements and a wealth of shared resources.

Possible disadvantages of Streamlit

  • Limited Customization
    Streamlit offers limited customization options compared to traditional web frameworks. This can be a hindrance if you need a highly customized UI/UX for your application.
  • Performance Issues
    For more complex or resource-intensive applications, Streamlit may suffer from performance drawbacks. It is not designed for high-performance computing out of the box.
  • Scalability
    Streamlit is not well-suited for large-scale applications requiring major backend architecture or for scenarios demanding high scalability and concurrency.
  • Limited Widget Style Options
    The styling and customization options for widgets are somewhat limited, meaning your application's look and feel might be more constrained compared to using other front-end frameworks.
  • Deployment Complexity
    While Streamlit provides some deployment options, deploying Streamlit apps in a production environment can sometimes require additional effort and knowledge, especially for those unfamiliar with web deployment practices.

Analysis of UIKit

Overall verdict

  • Yes, UIKit is considered a good choice for web developers looking to build modern, responsive, and aesthetically pleasing applications with a focus on customization and modularity.

Why this product is good

  • UIKit is a front-end framework that is well-regarded for its modularity, flexibility, and comprehensive set of components. It offers a consistent and clean design system, making it easy for developers to build responsive and engaging web interfaces. Additionally, UIKit provides customization options that allow developers to create unique designs while maintaining a cohesive look and feel. The framework includes a comprehensive documentation, which helps in ease of use and implementation.

Recommended for

    UIKit is recommended for developers who need a flexible and modular framework for building user interfaces, especially those who prefer a clean design system and extensive component library. It is suitable for beginners due to its comprehensible documentation and also for experienced developers looking to streamline their workflow with a reliable front-end framework.

Analysis of Streamlit

Overall verdict

  • Overall, Streamlit is well-regarded for its ease of use, speed of development, and ability to create clean and professional-looking applications without in-depth web development knowledge. It provides a seamless bridge between complex data analysis and user-friendly presentation, which can be highly beneficial for a wide range of use cases.

Why this product is good

  • Streamlit is a popular choice for quickly building and deploying data applications and interactive dashboards with minimal code. It is designed to be user-friendly, allowing data scientists and engineers to transform their scripts into shareable web apps. It supports real-time updates, is highly customizable, and integrates well with Python libraries like NumPy, Pandas, and Matplotlib, making it an attractive option for many developers working within the Python ecosystem.

Recommended for

    Streamlit is ideal for data scientists, analysts, and developers looking to rapidly prototype and deploy data-driven applications. It is recommended for those who prioritize simplicity, quick deployment, and seamless integration with Python code. Individuals or teams interested in building dashboards, ML model sharing platforms, or interactive reports will find Streamlit particularly useful.

UIKit videos

Should I Learn SwiftUI instead of UIKit?

More videos:

  • Review - SwiftUI vs UIKit โ€“ Comparison of building the same app in each framework

Streamlit videos

My thoughts on web frameworks in Python and R (PyWebIO vs Streamlit vs R Shiny)

More videos:

  • Review - 1/4: What is Streamlit
  • Tutorial - How to Build a Streamlit App (Beginner level Streamlit tutorial) - Part 1

Category Popularity

0-100% (relative to UIKit and Streamlit)
CSS Framework
100 100%
0% 0
Developer Tools
38 38%
62% 62
Design Tools
100 100%
0% 0
Productivity
0 0%
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 UIKit and Streamlit

UIKit Reviews

22 Best Bootstrap Alternatives & What Each Is Best For
UIkit includes an extensive collection of HTML, CSS, and JS components, all easy to use and customizable. Features include a responsive grid system, navigation components, form elements, and more. Though UIkit does not offer explicit integrations, its modular nature means it can be easily incorporated into many different web development workflows and tools.
Source: thectoclub.com
15 Top Bootstrap Alternatives For Frontend Developers in 2024
One of the advantages of UIKit is that it offers a wide range of UI components, even more than Bootstrap. It also includes unique components like Totop, Thumbnav, and more. Considering its rich set of resources, UIKit can be regarded as an ideal alternative to Bootstrap.
Source: coursesity.com
Top 10 Best CSS Frameworks for Front-End Developers in 2022
UI Kit has a comprehensive collection of CSS, HTML, and JS components. It is modular and lightweight. Used for iOS application development, UIKit is one of the bestfront-end CSS frameworks.
Source: hackr.io
10 of the Best Bootstrap Alternatives
UIKit offers an easy approach to developing sophisticated web interfaces. Itโ€™s a modular front-end framework that can be used with HTML or JavaScript. With this structure, you may quickly create your web layouts with ease. This structure is perfect for laying out your website. When compared to Bootstrap, this framework offers more UI components. It also includes oddity parts...
Best CSS Frameworks in 2019
Our fourth framework to consider is UIkit. UIkit is โ€œa lightweight and modular front-end framework for developing fast and powerful web interfacesโ€ (UIkit). The framework comes with built-in animations, is customizable and has out-of-the-box designs.

Streamlit Reviews

We have no reviews of Streamlit yet.
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Social recommendations and mentions

Based on our record, Streamlit should be more popular than UIKit. It has been mentiond 219 times since March 2021. 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.

UIKit mentions (22)

  • 100+ Must-Have Web Development Resources
    UIkit: A lightweight and modular front-end framework. - Source: dev.to / almost 2 years ago
  • Building UIs with Franken UI, a Shadcn alternative
    Franken UI is compatible with UIkit 3 and can work as a standalone CSS framework but can be integrated with Tailwind CSS for faster styling and customization. The design of Franken UI is influenced by shadcn/ui. It aims to provide a solution to developers who are not comfortable using React, Vue, or Svelte by leveraging UIkit for JavaScript and accessibility. - Source: dev.to / about 2 years ago
  • SwiftUI vs. UIKit: What is the best choice for building an iOS user interface in 2024?
    As an iOS engineer, you've likely encountered SwiftUI and UIkit, two popular tools for building iOS user interfaces. SwiftUI is the new cool kid on the block, providing a clean way to build iOS screens, while UIkit is the older and more traditional way to build screens for iOS. SwiftUI uses a declarative style where you describe how the UI should look, similar to Jetpack Compose in Android. UIkit, on the other... - Source: dev.to / over 2 years ago
  • How To Build a Web Application with HTMX and Go
    All that's left is adding a little style. I won't claim to be a frontend engineer or a UI designer, so I just used UIKit to easily add modern-looking style to the HTML table and buttons. As mentioned throughout the article, the CSS classes and other small details are excluded since they are not directly relevant to the tutorial. See the full example on GitHub to try running it for yourself. - Source: dev.to / over 2 years ago
  • On the search for a truly "good" UI framework.
    Can try UIKIT out if you're looking around, I've used it solely for some quick slider stuff in certain projects and use it fully in others. The docs are pretty good and they have a discord community that's fairly active. Source: about 3 years ago
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Streamlit mentions (219)

  • Adding Authentication and SSO to a Streamlit App
    Streamlit makes it simple to turn Python scripts into shareable data apps. As these apps move from personal notebooks to team and company use, adding secure authentication and single sign-on (SSO) becomes essential. Authentication protects sensitive data and gates features by user identity. SSO lets people sign in once and move across apps without repeating logins. - Source: dev.to / 4 months ago
  • How I trained a computer vision model on the AWS Free Tier
    The app I built to explore that question is a Streamlit app with two modes. Standard mode sends your image to the DetectLabels API and checks if it returns "Egg" or "Easter Egg" in the labels. Custom Labels mode uses a custom model I trained on my own images. Both draw bounding boxes around any eggs they find. - Source: dev.to / 5 months ago
  • How to Analyze 47 Million Hacker News Posts: A Data Scientist's Dream Dataset Just Got Better
    Once you've completed your analysis, consider building a dashboard to visualize your findings. Tools like Streamlit make it easy to create interactive web apps:. - Source: dev.to / 5 months ago
  • [TIL][Python] Python Tool for Online PDF Viewing, Comparison, and Data Import
    Title: [TIL][Python] Online PDF Page-by-Page Viewing and Comparison Tool for Importing Data (Python online PDF Viewer and comparison) and Python Snippets Published: false Date: 2023-08-04 00:00:00 UTC Tags: Canonical_url: http://www.evanlin.com/til-python-tips/ --- ## Small Project: Online PDF Viewer and Parse Data compare: -... - Source: dev.to / about 3 years ago
  • Experimenting with Javelit - The Streamlit for Java
    Javelit brings the power of rapid prototyping and interactive web app development to the Java ecosystem, much like Streamlit does for Python. With its simple, loop-based programming model, developers can quickly build data-driven applications without needing extensive frontend knowledge, leveraging familiar Java syntax and the rich JVM ecosystem. The live-reload feature enables instant experimentation and... - Source: dev.to / 8 months ago
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What are some alternatives?

When comparing UIKit and Streamlit, you can also consider the following products

Bootstrap - Simple and flexible HTML, CSS, and JS for popular UI components and interactions

Anvil.works - Build seriously powerful web apps with all the flexibility of Python. No web development experience required.

Semantic UI - A UI Component library implemented using a set of specifications designed around natural language

FastAPI - FastAPI is an Open Source, modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.

Foundation - The most advanced responsive front-end framework in the world

Gradio - Build & share machine learning apps delightfully.