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Streamlit VS Appsmith

Compare Streamlit VS Appsmith and see what are their differences

Streamlit

Turn python scripts into beautiful ML tools

Rating
0 reviews
Pricing
Open source
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Alternatives Is it good?
Appsmith

Appsmith is an open source web framework for building internal tools, admin panels, dashboards, and workflows.

Rating
0 reviews
Pricing
Open source
Promote on VibeVoted
Alternatives Is it good?
Eventtia
Event management software that runs the full lifecycle on one platform: branded event pages, registration and ticketing, email, SMS and WhatsApp campaigns, on-site check-in and badging, B2B matchmaking, a mobile app, and cross-event analytics. sponsored

Which is more popular?

Based on our record, Streamlit seems to be a lot more popular than Appsmith. While we know about 222 links to Streamlit, we've tracked only 6 mentions of Appsmith.

social mentions
222 vs 6
Developer Tools popularity
71% vs 29%
alternatives listed
235 vs 218

Base details

Website, pricing, platforms and company facts side by side.

Streamlit
Appsmith
Website streamlit.io appsmith.com
Pricing
Open source Official pricing
Open source Official pricing
Listed in
Developer Tools AI Machine Learning Cloud Computing +1
Rapid Application Development No Code Developer Tools Productivity Low Code Application Builder Internal Tools +4

About Streamlit and Appsmith

In their own words, as submitted to SaaSHub.

Streamlit
Appsmith

No description of Streamlit yet.

Turn any datasource into an internal app in minutes. Appsmith lets you drag-and-drop UI components to build pages, connect to any API, database or GraphQL source and write logic with JavaScript objects.

Read more about Appsmith

Features and specs

What each product offers, as listed by its team.

Streamlit 5 features
Appsmith 5 features
  • Ease of Use
    Streamlit's API is extremely intuitive and easy to learn, which makes it accessible for developers of varying experience levels. The simplicity allows for rapid development and less time spent on complex front-end coding.
  • Interactive Widgets
    It provides a set of interactive widgets that make it simple to add complex functionalities like sliders, buttons, and file uploaders to your application with minimal code.
  • Real-time Feedback
    Streamlit supports real-time data updates, allowing users to see changes instantly. This is particularly useful for data analysis and machine learning applications where live data visualization is crucial.
  • Integration with Machine Learning Libraries
    Streamlit integrates seamlessly with popular machine learning libraries like TensorFlow, PyTorch, and scikit-learn, making it a great tool for showcasing machine learning models and results.
  • Open Source
    Being an open-source project, Streamlit is free to use and comes with the support and contributions of an active community. This means continuous improvements and a wealth of shared resources.

Possible disadvantages

  • Limited Customization
    Streamlit offers limited customization options compared to traditional web frameworks. This can be a hindrance if you need a highly customized UI/UX for your application.
  • Performance Issues
    For more complex or resource-intensive applications, Streamlit may suffer from performance drawbacks. It is not designed for high-performance computing out of the box.
  • Scalability
    Streamlit is not well-suited for large-scale applications requiring major backend architecture or for scenarios demanding high scalability and concurrency.
  • Limited Widget Style Options
    The styling and customization options for widgets are somewhat limited, meaning your application's look and feel might be more constrained compared to using other front-end frameworks.
  • Deployment Complexity
    While Streamlit provides some deployment options, deploying Streamlit apps in a production environment can sometimes require additional effort and knowledge, especially for those unfamiliar with web deployment practices.
  • Open Source
    Appsmith is an open-source platform, which means it's free to use. Developers can also contribute to its development and customize the platform according to their needs.
  • Easy Integration
    Appsmith allows easy integration with a variety of data sources including REST APIs, databases, and third-party services, making it highly versatile for different applications.
  • Drag-and-Drop Interface
    The platform offers a user-friendly drag-and-drop interface for building dashboards and admin panels, which reduces the time required for development.
  • Pre-built Widgets
    Appsmith comes with a collection of pre-built widgets like tables, charts, and forms, which can be directly used in applications for rapid development.
  • Community Support
    Being an open-source project, Appsmith has a strong community that can provide support, share solutions, and contribute to the platform's growth.

Possible disadvantages

  • Learning Curve
    Despite its user-friendly interface, there is still a learning curve involved, especially for developers who are new to the low-code/no-code paradigm.
  • Performance
    Performance can be an issue with more complex applications or very high data loads, and it may require optimization to ensure smooth functioning.
  • Customization Limitations
    While it offers various customization options, it may not be as flexible or powerful as fully custom-built applications for highly specific requirements.
  • Limited Advanced Features
    The platform may lack some advanced features found in more mature enterprise-level tools, potentially limiting its use for very complex or specific business needs.
  • Hosting and Maintenance
    As an open-source tool, hosting and maintenance are the user's responsibility, which can be a disadvantage for those who prefer a fully managed solution.

Analysis

An editorial look at what each product does well and who it suits.

Streamlit
Appsmith

Overall verdict

  • Overall, Streamlit is well-regarded for its ease of use, speed of development, and ability to create clean and professional-looking applications without in-depth web development knowledge. It provides a seamless bridge between complex data analysis and user-friendly presentation, which can be highly beneficial for a wide range of use cases.

Why this product is good

  • Streamlit is a popular choice for quickly building and deploying data applications and interactive dashboards with minimal code. It is designed to be user-friendly, allowing data scientists and engineers to transform their scripts into shareable web apps. It supports real-time updates, is highly customizable, and integrates well with Python libraries like NumPy, Pandas, and Matplotlib, making it an attractive option for many developers working within the Python ecosystem.

Recommended for

    Streamlit is ideal for data scientists, analysts, and developers looking to rapidly prototype and deploy data-driven applications. It is recommended for those who prioritize simplicity, quick deployment, and seamless integration with Python code. Individuals or teams interested in building dashboards, ML model sharing platforms, or interactive reports will find Streamlit particularly useful.

Overall verdict

  • Appsmith is generally considered a good solution for developers looking to create dynamic internal tools with minimal effort and cost. It provides a balance between ease of use and advanced functionality, making it a popular choice among startups, fast-growing companies, and teams with tight resources.

Why this product is good

  • Appsmith is an open-source internal tool builder that empowers developers to quickly create custom applications without the extensive overhead of traditional development. It is appreciated for its flexibility, allowing seamless integration with various data sources and APIs. The drag-and-drop interface and the ability to write custom JavaScript make it both user-friendly and powerful. The platform supports rapid prototyping and iteration, enabling teams to build robust applications efficiently. Additionally, the active community and comprehensive documentation contribute to a supportive development environment.

Recommended for

  • Startups and small businesses needing to develop internal tools quickly and cost-effectively.
  • Teams looking for a user-friendly yet powerful platform for building applications using existing data sources.
  • Developers who prefer open-source solutions with a supportive community and extensive customization options.
  • Organizations looking for an alternative to traditional software development for building internal dashboards and admin panels.

Videos

Walkthroughs and reviews on video.

Streamlit 3 videos + Add
Appsmith 0 videos + Add

My thoughts on web frameworks in Python and R (PyWebIO vs Streamlit vs R Shiny)

More videos

  • - 1/4: What is Streamlit
  • - How to Build a Streamlit App (Beginner level Streamlit tutorial) - Part 1

No Appsmith videos yet. You could help us improve this page by suggesting one.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Streamlit
Appsmith
71% 71%
Developer Tools
29% 29%
75% 75%
Productivity
25% 25%
0% 0%
No Code
100% 100%
100% 100%
AI
0% 0%

User comments

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Reviews and articles

External articles and on-site reviews we used to compare the two products.

Streamlit no reviews yet
Appsmith no reviews yet

We have no reviews of Streamlit yet. Be the first one to post

Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

Streamlit 222 mentions
Appsmith 6 mentions
  • Trail Sense("From Screen to soil")
    App: Streamlit and plain Python. Plant data lives in plants.json, and your saved garden in garden_progress.json. - Source: dev.to / 18 days ago
  • I Built an AI Gardening App That Tells Me to Put the Laptop Down
    The stack is small on purpose: Streamlit, one JSON file, and gemma3:1b running locally through Ollama. I picked the 1B Gemma model to find out whether this idea works on an ordinary laptop with no cloud account. On a laptop CPU an answer... - Source: dev.to / 19 days ago
  • How I Bypassed Reddit's Unauthenticated RSS Rate Limits (Without an API Key)
    I wrapped the logic in a small, single-process Streamlit app that pulls the newest posts from Hacker News, Reddit, and Lemmy into one sortable table. A few implementation details worth mentioning:. - Source: dev.to / 2 months ago

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Alternatives to Streamlit and Appsmith

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

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