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 is an AI Agent designed to help developers and non-tech teams build complete applications dramatically faster. Instead of manually assembling UIs or writing boilerplate logic, you simply describe what you need - and the agent generates ready-to-use screens, data connections, and workflows automatically.

You still have full control: everything the agent produces can be edited, extended, or customized in the visual builder. Teams can quickly shape interfaces, tweak data bindings, refine business logic, and adjust layouts - without starting from scratch.

UI Bakery also supports structured collaboration and governance. With granular roles and permissions, teams can safely co-edit apps, manage workspace access, and control who can view, edit, or deploy applications.

Features similar to Streamlit:

• Rapid prototyping and building internal tools.
• Easy integration with APIs, SQL/No-SQL databases, and external services.

Unique features:

• AI Agent generates multi-page apps, including UI layouts, data bindings, and workflow logic.
• Editable output in a full visual builder (not a black-box AI).
• Granular role-based access control for large organizations.
• Flexible styling and UI customization beyond pre-set templates.

Best use case: teams and developers who want to generate working internal tools, dashboards, and customer portals with real data connections - quickly, but with the flexibility to customize.

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.