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Streamlit

streamlit.io
Analytics
Weekend Project

A faster way to build and share data apps

How to Replace Streamlit
Compare:vs Mouseflowvs Statsigvs Matomo

Overview

Streamlit is an open-source app framework that turns data scripts into shareable web apps in minutes using pure Python. It requires no front-end experience and allows developers to build production-level data applications with minimal code. The platform enables rapid prototyping, iteration, and deployment of data science and machine learning applications.

Features

13 features across 10 categories

AI(1)

Cortex Code CLIAIPremium

AI-powered Streamlit development assistant

Also in: monday.com, Notion, Airtable

Deployment(2)

Community Cloud Deployment

Deploy public apps for free using GitHub account integration

Snowflake IntegrationPremium

Enterprise-grade deployment with unlimited private apps and enterprise reliability and security

Also in: Kubernetes Dashboard, Hugging Face, Bitwarden

Development(3)

Automatic App Updates

Apps automatically update when source files are saved during iterative development

Magic Commands API

Magically simple API for building apps in just a few lines of code

Python-based Development

Build apps entirely in Python without front-end experience or knowledge of HTML, CSS, or JavaScript

Also in: Kissflow, Lattice, WordPress.com

Discovery(1)

App Gallery

Browse categorized apps including LLMs, data visualization, geography, sports, science, NLP, finance, and more

Also in: Metabase, Litmos, MLflow

Education(1)

Crash Course Tutorial

YouTube-based learning resource for getting started with Streamlit

Also in: Ironclad, Moz, Wagmo

Extensibility(1)

Streamlit Components

Build custom components and share them with the community

Also in: Labelbox, Obsidian, WordPress.com

Interaction(1)

Widget Support

Add interactive widgets by declaring variables without writing backend, routes, or HTTP request handlers

Also in: Framer, Principle, Origami Studio

Support(1)

Documentation & Forums

Comprehensive documentation and community forums for support

Also in: Obsidian, 1Password, Bitwarden

Testing & Prototyping(1)

Live Playground

Try Streamlit in the browser without local installation

Visualization(1)

Data Visualization

Built-in charting and visualization capabilities including line charts and more

Cost Calculator

Pricing data not available for Streamlit. Check their website for current pricing.

Build vs Buy

Should you build a Streamlit alternative or buy the subscription? Estimate based on 13 features.

Buy Streamlit

Better Value
Monthly costContact Sales
3-year totalVaries
Time to deployDays

Build Your Own

Development cost$12,000
Maintenance$180/mo
3-year total$18,480
Dev time~1 months

Buying Streamlit saves ~$18,480 over 3 years vs building.

Estimates based on 13 features and a BuildScore of 5/5. Actual costs vary.

Integrations

4 known integrations

GitHubPandasPlotlySnowflake