5 Best Streamlit Alternatives in 2025

When it comes to building data-driven applications, Streamlit is a popular choice for data scientists and developers alike. Streamlit app is designed for rapid prototyping, making it easy to turn Python scripts into interactive web apps with minimal effort.

Developers are required to write Python code, while Stream It will take care of building visually-appealing dashboards and visualization tools for analyzing data, showcasing machine learning models, or building custom business apps.

As versatile and easy-to-use Streamlit may be, it doesn't suit every project or team. Whether you're looking for more flexibility, a low-code approach, or integration capabilities, there are several strong Streamlit alternatives to explore in 2025. Let's explore some of them.

1. UI Bakery

UI Bakery, a low-code platform, was specifically built to help developers and non-tech teams build custom internal apps with ease. It has an intuitive drag-and-drop interface that allows teams to develop apps faster without any in-depth coding knowledge.

The platform comes with a rich selection of prebuilt templates and over 80 UI components to quickly kick off the project. It has advanced customization options that will suit specific project needs. UI Bakery is also well-known for its role-based permissions, allowing teams to collaborate effectively and manage workflows.

Best for: Developers and teams seeking a low-code platform to build custom internal tools or front-end interfaces.

Features similar to Streamlit:

• Allows for quick prototyping and app development.
• The tool easily integrates with APIs, databases, and other external services.

Unique features:

• UI Bakery offers an intuitive drag-and-drop interface for building complex applications without heavy coding.
• The platform comes with a variety of pre-built templates and over 80 UI components for faster design and development.
• Advanced role-based permissions that help teams easier manage collaboration.
• UI Bakery also has enhanced front-end customization options when compared to Streamlit.

Best use case: Building internal tools, dashboards, CRM tools, or data visualization apps.

2. Dash by Plotly

Dash by Plotly is a powerful Python-based framework, which just like Streamlite, is tailored for data scientists and developers who need advanced visualization tools. It was chosen by teams because of its ability to create interactive dashboards and data-centric apps, leveraging Plotly's robust charting library.

Dash offers a Python-first development experience, so it will be a great choice for anyone familiar with the development language. It also offers enterprise-grade deployment options, making Dash a strong choice for production-scale apps.

Best for: Data scientists and developers needing Python-based frameworks with powerful visualization capabilities.

Features similar to Streamlit:

• Python-first approach to building web apps.
• Strong support for data visualization and analytics.

Unique features:

• Dash offers integration with Plotly's robust charting library.
• It comes with enterprise-grade deployment options for production-scale apps.
• Teams will love advanced interactivity features for user engagement.

Best use case: Creating visually rich dashboards for large datasets and building web apps for machine learning model deployment.

3. Gradio

Gradio is a simple tool for building visually appealing and interactive web-based demos for machine learning models. It allows developers to quickly showcase their models with minimal coding knowledge.

Gradio has some pre-made interface elements, including buttons, dropdowns and sliders, so those with less tech experience can easier create user-friendly apps. The tool also allows users to instantly share applications using public links, which makes it incredibly easy to gather feedback, especially for MVP products.

Gradio's strong focus on AI/ML use cases makes it a great choice for rapid prototyping and experimentation.

Best for: Quickly creating web-based demos for machine learning models.

Features similar to Streamlit:

• Allows developers to create interactive web apps with minimal code.
• Simple and fast deployment.

Unique features:

• Gradio is specialized for showcasing AI/ML models.
• It has several pre-built interface elements like sliders, buttons, and dropdowns tailored to model inputs.
• Gradio offers instant sharing of apps via public links.

Best use case: Building demo interfaces for AI/ML prototypes and sharing demos with clients, focus groups, and stakeholders.

4. Appsmith

Appsmith is one of the well-known low-code tools that streamlines the development process. It has a rich integration list that makes building internal tools easy and fast. It also has an intuitive drag-and-drop editor, allowing teams to have highly interactive user interfaces.

Appsmith connects seamlessly with many databases, APIs, and cloud services, offering extensive flexibility. With built-in authentication and user role management, it ensures secure application development.

Whether you're developing admin panels and dashboards or automating workflows, Appsmith, like UI Bakery, offers the tools you need to get the job done efficiently.

Best for: Building internal tools with rich integrations and minimal setup.

Features similar to Streamlit:

• Open-source framework designed for creating applications quickly.
• Support for data integration and visualization.

Unique features:

• Appsmith has drag-and-drop widgets for building highly interactive UIs.
• This tool offers an extensive integration list, including databases, APIs, and cloud services.
• Comes with built-in support for authentication and user roles.

Best use case: Building admin panels, dashboards, or custom CRUD applications.

5. Superblocks

Superblocks is a strong UI Bakery alternative and has some features offered by Streamlite. As a robust platform with clear and user-friendly interface, Superblocks offers many integrations with various data sources and APIs.

One of its strengths is the ability to implement custom logic workflows, making it suitable for handling complex operations. Real-time collaboration features allow teams to work together efficiently on app development. With enterprise-grade security and scalability, Superblocks is an excellent choice for teams that need reliable internal tools.

Best for: Engineering teams looking for a customizable platform for internal applications.

Features similar to Streamlit:

• Focus on rapid application development.
• Easy integration with data sources and APIs.

Unique features:

• Superblocks has custom logic workflows to handle complex operations.
• The tool offers real-time collaboration for team-based app development.
• Enterprise-grade security and scalability.

Best use cases:

• Creating real-time analytics dashboards for monitoring KPIs.
• Building end-to-end automation tools for internal processes.

Last thoughts

While Streamlit is a great option for building data-centric apps, it is only an option among many other applications, frameworks and tools designed for the same purpose. Platforms like UI Bakery, Dash, and Appsmith can be strong alternatives that cater to various needs—from low-code flexibility to high-level customization. Consider the features, integrations, and use cases each tool provides to find the best fit for your project.