Software Alternatives & Reviews

Streamlit VS Gradio

Compare Streamlit VS Gradio and see what are their differences

Streamlit logo Streamlit

Turn python scripts into beautiful ML tools

Gradio logo Gradio

Build & share machine learning apps delightfully.
  • Streamlit Landing page
    Landing page //
    2023-10-07
  • Gradio Landing page
    Landing page //
    2023-05-11

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

Gradio videos

Build a Grammar Correction Python App with Gramformer and Gradio

More videos:

  • Tutorial - How to deploy machine learning model as an app in Python using Gradio
  • Tutorial - Build your ChatGPT Clone in Python with OpenAI API and Gradio - End-to-End Tutorial

Category Popularity

0-100% (relative to Streamlit and Gradio)
Productivity
100 100%
0% 0
Machine Learning
0 0%
100% 100
Developer Tools
87 87%
13% 13
Content Creators
100 100%
0% 0

User comments

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Social recommendations and mentions

Based on our record, Streamlit should be more popular than Gradio. It has been mentiond 173 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.

Streamlit mentions (173)

  • PySheets – Spreadsheet UI for Python
    Does it need to be live (i.e when database or underlying spreadsheet updates does it need to be reflected in real time on the dashboard) or are you ok with static display. Live updating data is a pain I've messed around using javascript to force refresh html iframes on a timer. But I was never really satisfied with this. I've heard you can do things with websockets but that is starting to get too complicated for... - Source: Hacker News / 6 days ago
  • Building an Email Assistant Application with Burr
    Note that there are many tools that make this easier/simpler to prototype, including chainlit, streamlit, etc… The backend API we built is amenable to interacting with them as well. - Source: dev.to / 7 days ago
  • Creating a Sales Analysis Application with Streamlit: A Practical Approach to Business Intelligence
    2.-Go to https://streamlit.io, log in, and create a new app from your GitHub repository. - Source: dev.to / 14 days ago
  • Python dev considering Electron vs. Kivy for desktop app UI
    Hello, Have you ever seen the https://streamlit.io/ ? I think this is what you are looking for. - Source: Hacker News / about 1 month ago
  • Simplify Web App Development: Code Lite, Create Big!
    Here's your savior, let's welcome Streamlit. - Source: dev.to / 2 months ago
View more

Gradio mentions (26)

  • Unlimited free messages - we're bringing the website back!
    Current version of the "AI battleground" is super shit, this is largely because I picked the wrong framework to build it (gradio.app -- it's good for prototyping but terrible for production, as I've learned). The game-plan is to bring this in-app over the next 2 weeks. Latency will be improved and UX should be a lot better. Bear with us, lots of exciting stuff in the pipeline (audio for ultra, new way for us to... Source: 11 months ago
  • Show HN: We are building open-source IDE powered by AI agents that work for you
    We've been building devtools for years now. We're really passionate about the field. The most recent thing we built is https://usedevbook.com. The goal was to build a simple framework/UI for companies to demo their APIs. Something like https://gradio.app but for API companies. It's been used for example by Prisma - we helped them build their playground with it - https://playground.prisma.io/ Our new project - e2b... - Source: Hacker News / about 1 year ago
  • Launch HN: Pynecone (YC W23) – Web Apps in Pure Python
    I assume GP is referring to frameworks like Gradio (https://gradio.app/) and to a lesser extent Streamlit. Existing web UI frameworks for Python are somewhat opinionated around particular use cases, of which AI/ML is a prominent one. - Source: Hacker News / about 1 year ago
  • Final Year Project Ideas for Undergrad Students
    For making the UI I would recommend that you check out Gradio, it's a fantastic library that allows you to make UI for your ml projects ⁠_⁠^. Source: about 1 year ago
  • Coding your own AI in 2023 with fastai
    But there is an even easier way to use your model than to implement your own Python API. We can use Gradio and Hugging Face to easily create an API and use our model. For that, we need to write a function that will tell Gradio how to use our model. - Source: dev.to / about 1 year ago
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What are some alternatives?

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

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

Hugging Face - The Tamagotchi powered by Artificial Intelligence 🤗

Cardapio - Cardapio is an application menu that can work in two modes: as a panel applet (in which case it is...

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.

neptune.ai - Neptune brings organization and collaboration to data science projects. All the experiement-related objects are backed-up and organized ready to be analyzed and shared with others. Works with all common technologies and integrates with other tools.

Whisker menu - A menu that provides access to favorites, recently used, and searching installed applications.