Gradio vs. Streamlit Comparison


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About Build & Share Delightful Machine Learning Apps. Gradio is the fastest way to demo your machine learning model with a friendly web interface so that anyone can use it, anywhere! Gradio can be installed with pip. Creating a Gradio interface only requires adding a couple lines of code to your project. You can choose from a variety of interface types to interface your function. Gradio can be embedded in Python notebooks or presented as a webpage. A Gradio interface can automatically generate a public link you can share with colleagues that lets them interact with the model on your computer remotely from their own devices. Once you've created an interface, you can permanently host it on Hugging Face. Hugging Face Spaces will host the interface on its servers and provide you with a link you can share.	About Streamlit. The fastest way to build and share data apps. Turn data scripts into sharable web apps in minutes. All in Python. All for free. No front-end experience required. Streamlit combines three simple ideas. Embrace Python scripting. Build an app in a few lines of code with our magically simple API. Then see it automatically update as you save the source file. Weave in interaction. Adding a widget is the same as declaring a variable. No need to write a backend, define routes, handle HTTP requests, etc. Deploy instantly. Use Streamlit’s sharing platform to effortlessly share, manage, and collaborate on your apps. A minimal framework for powerful apps. Face-GAN explorer. App that uses Shaobo Guan’s TL-GAN project from Insight Data Science, TensorFlow, and NVIDIA's PG-GAN to generate faces that match selected attributes. Real time object detection. An image browser for the Udacity self-driving-car dataset with real-time object detection.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers that want to build and share machine learning apps	Audience Engineers looking for an open-source app framework to create performant apps in only a few hours
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews
	Pros & Cons from Real Users Pros The best app maker for Python programmers, period! The library is amazingly intuitive and simple to use. Cons Not a single thing to dislike in this service. Could make themes available as CSS options rather than in-code options.
Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Not Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Gradio Founded: 2019 United States gradio.app/	Company Information Streamlit United States www.streamlit.io
Alternatives Chainlit	Alternatives Retool
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Alibaba Cloud Machine Learning Platform for AI Alibaba Cloud	Streamoku
Hugging Face View All	marimo View All
Categories AI Development Supported Artificial Intelligence Supported Machine Learning Supported	Categories Application Development Supported Data Science Supported Development Frameworks Supported

Integrations Beam Cloud Supported JarvisLabs.ai Supported Python Supported Azure Marketplace Not Supported Broxi AI Not Supported Comet LLM Supported ConfidentialMind Not Supported DemoGPT Not Supported Gradient Not Supported Hugging Face Supported HunyuanVideo-Avatar Supported Jamba Not Supported NewsData.io Not Supported Pinokio Supported Positron Not Supported PythonAnywhere Supported Streamoku Not Supported TrueFoundry Not Supported Show More Integrations View All 8 Integrations	Integrations Beam Cloud Supported JarvisLabs.ai Supported Python Supported Azure Marketplace Supported Broxi AI Supported Comet LLM Not Supported ConfidentialMind Supported DemoGPT Supported Gradient Supported Hugging Face Not Supported HunyuanVideo-Avatar Not Supported Jamba Supported NewsData.io Supported Pinokio Not Supported Positron Supported PythonAnywhere Not Supported Streamoku Supported TrueFoundry Supported Show More Integrations View All 14 Integrations
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