AI · alternatives · 2026
24 alternatives to Streamlit
Turn python scripts into beautiful ML tools
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Streamlit launched in 2019; newer entries below may have overtaken it.
- 1
Streamlit — A faster way to build and share data apps. - streamlit/streamlit
2019 · github.com · its alternatives →
- 2
Hey HN! I built a local Python prototyping tool that is finally the Python development environment I've always wanted. It has a Jupyter notebook for data crunching, a database of your choice (Python or MongoDB), and a Streamlit app for building a frontend visualization. You can edit the Streamlit backend via an embedded VSCode editor, or locally on your own IDE. The best part for me is that the database connectors within Jupyter and Streamlit are configured out-of-the-box, so you don't need to spend time thinking about how to tie all that together - you can just pick the database you want to…
2023 · github.com · its alternatives →
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A Python stream processing engine modeled after Yahoo! Pipes - nerevu/riko
2016 · github.com · its alternatives →
- 5
I love Streamlit but have run into many situation where taking it from PoC to MVP state is insurmountable. With all the recent HN hype around htmx and sematic html / classless css I decided to build a Streamlit alternative using these on top of FastAPI. This has a couple advantages: 1) easier to extend when you move past PoC since the FastAPI app is exposed (allowing adding more routes) and hstream acts more like a typical web stack 2) with htmx and html (plus MVP.css) doing the heavy lifting the package is alot less complex and easier to reason about - and hopefully more performant…
2022 · github.com · its alternatives →
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GitHub Spark AI▲193Create and manage full-stack micro-apps with AI prompts
2024 · githubnext.com · its alternatives →
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GitHub Spark▲249AI platform for building + deploying full-stack apps
2025 · github.com · its alternatives →
- 8
The new Streamlit platform - deploying/managing/sharing apps
2020 · streamlit.io · its alternatives →
- 9
Share Python notebooks as web apps with non-technical users
2022 · mljar.com · its alternatives →
- 10
LLMpeg▲169Inspired by the "ffmpeg by examples" comments, here's a simple script that pulls it all together. Set your OpenAI API key env var and make the script executable, and you're golden.
2025 · github.com · its alternatives →
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Probly was built to reduce context-switching between spreadsheet applications, Python notebooks, and AI tools. It’s a simple spreadsheet that lets you talk to your data. Need pandas analysis? Just ask in plain English, and the code runs right in your browser. Want a chart? Just ask. While there are tools available in this space like TheBricks, Probly is a minimalist, open-source solution built with React, TypeScript, Next.js, Handsontable, Hyperformula, Apache Echarts, OpenAI, and Pyodide. It's still a work in progress, but it's already useful for my daily tasks.
2025 · github.com · its alternatives →
- 13
My Machine Learning Web Service. Contribute to pplonski/my_ml_service development by creating an account on GitHub.
2020 · github.com · its alternatives →
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Today I'm open sourcing "Grid studio", a web-based spreadsheet application with full integration of the Python programming language.
2019 · hackernoon.com · its alternatives →
- 16
Streamlit is a Python web app framework for the fast development of data apps. This project is to make it run completely on web browsers with power of Pyodide/Wasm.
2022 · github.com · its alternatives →
- 17
Hey HN! We’re Vaibhav and Marcello. We’re building Plexe (https://github.com/plexe-ai/plexe), an open-source agent that turns natural language task descriptions into trained ML models. Here’s a video walkthrough: https://www.youtube.com/watch?v=bUwCSglhcXY. There are all kinds of uses for ML models that never get realized because the process of making them is messy and convoluted. You can spend months trying to find the data, clean it, experiment with models and deploy to production, only to find out that your project has been binned for taking so long.…
2025 · github.com · its alternatives →
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Hello, HN community! This is the first time I’m doing a Show HN, and I'm excited to introduce the library I've been working and believing in for the last year, Taipy! This Python library was created to make building complete applications on data science and ML projects easier and so more accessible to end-users. Basically, it allows any data scientist to build a production-ready application and stop being stuck at the pilot stage. It’s all Python making having to do the job of creating and deploying the app a one to two person job instead of going for specialized developers that are…
2024 · taipy.io · its alternatives →
- 21
Streamlit, a Python web app framework, can run on web browsers with WebAssembly, and you can write and share its apps with this online platform. Get the Python productivity, online shareability, and data privacy safety in your data apps.
2022 · edit.share.stlite.net · its alternatives →
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Graphlit▲95API for LLM enabled knowledge ingestion and retrieval
2024 · graphlit.com · its alternatives →
- 24
DVC Studio▲95Machine Learning Experiments based on Git
2021 · studio.datachain.ai · its alternatives →
Also compare
- Streamlit – Turn Python Scripts into Beautiful ML Tools alternatives
- A local Python prototyping tool for Jupyter and Streamlit alternatives
- Taipy 3.0 alternatives
- Riko – A Python stream processing engine modeled after Yahoo! Pipes alternatives
- Hstream – quick Python web apps – Streamlit alternative using htmx alternatives
- GitHub Spark AI alternatives
Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →