# Streamlit Software Pricing, Alternatives & More 2026 | Capterra

> With the help of Capterra, learn about Streamlit Software - reviews, pricing plans, popular comparisons to other Application Development products and more.

Source: https://www.capterra.com/p/206476/Streamlit/reviews

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# 

 Streamlit Software Review 2026: Features, Reviews, Integrations, Pros & Cons

Last updated on August 24, 2025

Provider data verified by our Software Research team, and reviews moderated by our Reviews Verification team.

[Description](#description)[Use cases](#use-cases)[Alternatives](#alternatives)[Features](#features)[Pricing](#pricing)[Support](#support)[Reviews](#reviews)

Streamlit

## What is Streamlit?

Streamlit is an open-source Python framework for building web applications for machine learning and data science. The framework allows data scientists and machine learning engineers to quickly create web apps from data scripts and machine learning models using Python, without needing frontend web development skills. Streamlit aims to enable rapidly iterating on and deploying analyses and models as interactive apps. The framework highlights the ability to turn Python data scripts into shareable web applications with no HTML, CSS or JavaScript required. Streamlit focuses on making it simple for Python developers to create performant, beautiful web apps for their machine learning and data science work.

## What is Streamlit used for?

[Application Development](https://www.capterra.com/application-development-software/)

Overall rating

Based on 3 user reviews

Reviews sentiment

Positive

\-

Neutral

\-

Negative

\-

Contact vendor  
for pricing

Free trial  
not available

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## Compare with a popular alternative

Capterra selects software alternatives based on relevant features, verified user reviews and user interactions. Placement may be influenced by client status.

### Streamlit

5.0 (3)

VS.

[4.7 (1,256)](https://www.capterra.com/p/136010/IntelliJ-IDEA/reviews/)

Starting Price

Contact vendor

Starting Price

$19.9

Per User, Per Month

Free Trial

Free Version

Pricing Options

Free Trial

Free Version

Ease Of Use

4.7 (3)

Ease Of Use

4.5 (6,133)

Value For Money

4.7 (3)

Value For Money

4.5 (4,371)

Customer Service

4.3 (3)

Customer Service

4.3 (4,031)

## Streamlit alternatives

[4.4 (15,309)](https://www.capterra.com/p/19319/JIRA/reviews/)

Starting price

$7.91

Per User, Per Month

[4.6 (1,215)](https://www.capterra.com/p/159806/GitLab/reviews/)

Starting price

$29.00

Per User, Per Month

Highest Rated

[GitHub](https://www.capterra.com/p/129067/GitHub/)

[4.8 (6,152)](https://www.capterra.com/p/129067/GitHub/reviews/)

Starting price

$4.00

Per User, Per Month

[Learn More](https://www.capterra.com/p/129067/GitHub/)

[Essential Studio](https://www.capterra.com/p/228226/Essential-Studio/)

[4.5 (902)](https://www.capterra.com/p/228226/Essential-Studio/reviews/)

Starting price

Contact vendor for pricing

[Learn More](https://www.capterra.com/p/228226/Essential-Studio/)

[View all alternatives](https://www.capterra.com/p/206476/Streamlit/alternatives/)

## Features

Features with the highest number of reviews are displayed first. Those that have no reviews appear next, sorted alphabetically.

Deployment Management

5.0 (3)

100.00% of 3 reviewers that rated this feature as important or highly important

Manage the processes involved when making the application ready for use

API

5.0 (2)

100.00% of 2 reviewers that rated this feature as important or highly important

Application programming interface that allows for integration with other systems/databases

Graphical User Interface

4.0 (2)

50.00% of 2 reviewers that rated this feature as important or highly important

A visual way of interacting with an application or operating system using items such as windows, icons, and menus

Web App Development

5.0 (2)

100.00% of 2 reviewers that rated this feature as important or highly important

Development of applications that are delivered over the internet through a browser

Data Visualization

4.0 (1)

100.00% of 1 reviewers that rated this feature as important or highly important

Graphical representation of data

Software Development

5.0 (1)

100.00% of 1 reviewers that rated this feature as important or highly important

Development of software programs

Streamlit 6 features

Application programming interface that allows for integration with other systems/databases

Graphical representation of data

Manage the processes involved when making the application ready for use

A visual way of interacting with an application or operating system using items such as windows, icons, and menus

Development of software programs

Development of applications that are delivered over the internet through a browser

Features

5.0 (3)

5.0

Based on 3 reviews

## Pricing

Value for money

4.7 (3)

Free Version

Basic

$0.00

Value for money

4.7 (3)

4.7

Based on 3 reviews

## Support, customer service and training options

Customer Service

4.3 (3)

Support

-   Email/Help Desk
-   FAQs/Forum
-   Knowledge Base
-   Phone Support
-   24/7 (Live rep)
-   Chat

Training

-   In Person
-   Live Online
-   Webinars
-   Documentation
-   Videos

Deployment

-   Web
-   Android
-   iPhone/iPad

Typical users

-   Freelancers
-   Small businesses
-   Mid size businesses
-   Enterprises

Customer Service

4.3 (3)

4.3

Based on 3 reviews

## User reviews

Overall rating

5.0

Based on 3 reviews

Filter by rating

5(3)

4(0)

3(0)

2(0)

1(0)

Mentioned topic

Sorted by most recent

FN

Fungai Nicole C.

Support Worker

Hospital & Health Care

### "User-friendly software that is easily used to deploy apps for projects. Can be linked directly to a GitHub repository."

5.0

Overall Rating

5.0

5.0

Ease of Use

5.0

5.0

Features

5.0

5.0

Customer Service

5.0

5.0

Likelihood to Recommend

9/10

April 13, 2025

I like the design of the app and the tutorials. The tutorials to deploy any app and setting up an environment are plenty and easy to follow. I think there are about 4 options for setting up the environment and I liked the Anaconda environment setup. Once I was set up, I used Python to code and it was seamless. There are options also for coding with different languages and I liked the experience.

Pros

It is easy to deploy an app from a GitHub repository or create an environment that is linked to Anaconda software.

Cons

That it can have errors when deploying it directly from my WIndows PC. I had to set it up the longer way of downloading Anaconda software and it took ages.

Review source

Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication.

MY

Man Y.

Scientist

Computer Software

### "I like the Python framework for app creation "

5.0

Overall Rating

5.0

5.0

Ease of Use

4.0

4.0

Features

5.0

5.0

Customer Service

4.0

4.0

Likelihood to Recommend

10/10

December 16, 2024

I really enjoy using streamlit to create my apps and showcase my results. Without proper frontend experience, streamlit makes my app creation journey easy.

Pros

With Streamlit, I can create data app user interface using Python. A lot of built-in functionalities are easy to use. The documentation is in general clear. I can use it to showcase a demo on Hugging Face spaces. The layout is pleasant.

Cons

I tried to incorporate st.feedback into my app. I followed the demo in the documentation but it was not working as expected. There have been lots of discussion on the streamlit forum and I am still looking into it.

Review source

Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication.

MP

Matthew P.

PhD Researcher

Research

### "Excellent Python web dashboard development"

5.0

Overall Rating

5.0

5.0

Ease of Use

5.0

5.0

Features

5.0

5.0

Customer Service

4.0

4.0

Likelihood to Recommend

8/10

June 17, 2022

Excellent, really. I use Streamlit to host my web dashboards, which I use to showcase my work and communicate that work to clients.

Pros

Makes web dashboard development really easy. I don’t have to learn html, I just code the python dashboard components that I want to use, like plotly and pandas, feed it to Streamlit and then deploy to Streamlit Cloud and go!

Cons

Documentation could be better. Or, found more easily, if Streamlit improved their SEO then I guess Google would pick up the docs I needed - spent a while trying to troubleshoot a problem before finding the solution after a while.

Switched from

[Heroku](https://www.capterra.com/p/158191/Heroku/)

Heroku was slow at hosting the web dashboard and Streamlit offered an all-in-one solution, from dashboard development to app deployment, with documentation to guide me.

Review source

Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication.

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