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Softr VS Streamlit

Compare Softr VS Streamlit and see what are their differences

Softr

The AI app builder for business operations

Rating
0 reviews
Pricing
Freemium Free trial $19 / Monthly (Unlimited Apps, Databases, Workflows, Agents, and Forms)
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Alternatives Is it good?
Streamlit

Turn python scripts into beautiful ML tools

Rating
0 reviews
Pricing
Open source
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Alternatives Is it good?
ReleasePad
Changelog software that turns GitHub commits into release notes your users actually see — inside your app. Built for founders and teams who ship fast. sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Based on our record, Streamlit should be more popular than Softr. It has been mentioned 222 times since March 2021.

social mentions
37 vs 222
No Code popularity
100% vs 0%
alternatives listed
240+ vs 235

Base details

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

Softr
Streamlit
Website softr.io streamlit.io
Pricing
Freemium Free trial $19 / Monthly (Unlimited Apps, Databases, Workflows, Agents, and Forms) Official pricing
Open source Official pricing
Company Startup from Germany · 50 - 99 employees · 2019 —
Listed in
Application Builder AI Tools Databases Workflow Automation Forms And Surveys AI Agents No Code +4
Developer Tools AI Machine Learning Cloud Computing +1

About Softr and Streamlit

In their own words, as submitted to SaaSHub.

Softr
Streamlit

Softr is the AI app builder for business operations. Build secure internal tools and portals with databases, workflow automation, and integrations included. Access control and granular permissions are built in, so non-technical teams can launch, maintain, and change their own tools without...

Read more about Softr

No description of Streamlit yet.

Features and specs

What each product offers, as listed by its team.

Softr 6 features
Streamlit 5 features
  • All-in-one platform
    Create portals, internal tools, CRMs, dashboards, and more—powered by native databases, workflow automation, and integrations in a single platform.
  • Fast to build, easy to scale
    Build with AI, edit visually, or switch between the two at any time. Make changes yourself and scale without technical debt or developer support.
  • Production-ready infrastructure
    Hosting, authentication, user management, and security are built in, so apps are reliable and ready for real users.
  • Flexible data foundation
    Build on Softr's native databases or connect to external data sources (Airtable, SQL, Notion, Supabase, HubSpot, and more) with real-time, two-way sync.
  • MCP support
    Connect the Softr MCP server to your AI tool, so you (or your users) can query, update, and manage data, with the same permissions and security as the app itself.
  • Works across devices
    Softr apps are mobile-ready by default and can be turned into a downloadable PWA in one click—no extra design required.
  • 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.

Analysis

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

Softr
Streamlit

Overall verdict

  • Softr is an excellent choice for individuals and businesses looking for a no-code solution to create web applications quickly and cost-effectively. Its user-friendly interface and robust features make it a popular choice among those who want to bring their ideas to life without needing extensive technical skills.

Why this product is good

  • Softr is considered a good platform because it allows users to build web applications without needing to write code. It offers a range of templates and pre-built blocks that make it easy for non-developers to create functional and aesthetically pleasing apps. Additionally, Softr integrates well with Airtable, providing a dynamic data backend for applications. The platform’s ease of use, flexibility, and strong community support are additional reasons why many find it valuable.

Recommended for

  • Entrepreneurs who need to launch MVPs quickly.
  • Small businesses looking for cost-effective web solutions.
  • Product managers and designers who want to prototype apps.
  • Non-technical individuals interested in building web applications.
  • Teams looking to automate workflows and integrate with Airtable.

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.

Videos

Walkthroughs and reviews on video.

Softr 1 video + Add
Streamlit 3 videos + Add

Build Business Apps with AI - That Actually Work | Softr

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

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
Softr
Streamlit
100% 100%
No Code
0% 0%
0% 0%
Developer Tools
100% 100%
100% 100%
Application Builder
0% 0%
44% 44%
Productivity
56% 56%

Questions & Answers

As answered by people managing Softr and Streamlit.

What's the story behind your product?

Softr's answer

We launched Softr with a single vision: to give 1 billion business users the ability to build the tools they need — without relying on developers, without learning to code.

Softr is now powering over 1 million builders worldwide - including companies like Netflix, Google, Stripe, UPS, and Clay, who build and run the systems that power their business operations.

We’re a fully remote, distributed, and diverse team of curious, ambitious, and driven individuals.

What makes your product unique?

Softr's answer

Many app builders or out-of-the-box tools are either too rigid, too expensive, or fall apart the moment real users and real data are involved. Softr is different because it's built for actual business use from day one.

Describe what you need, and the AI Co-Builder generates a fully functional app — database, logic, and UI already connected. No generated code to debug, no developer needed to make it production-ready.

From there, you stay in control: customize through prompting or visual editing, manage data in Softr Databases or connect to existing tools, set up granular permissions, and connect to Softr MCP. As your business grows, your portal grows with it — without starting over or calling in a developer.

Who are some of the biggest customers of your product?

Softr's answer

Over 1 million teams use Softr to build and run business operations apps: - Netflix - Google - Stripe - UPS - MIT - Clay - Celonis - Make

Why should a person choose your product over its competitors?

Softr's answer

Unlike pure vibe coding platforms, Softr puts a clear boundary around what AI can generate. Business teams can customize the UI, without asking an LLM to generate or manage the security model, backend, credentials, or infrastructure.

User comments

Share your experience with using Softr and Streamlit. For example, how are they different and which one is better?

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Reviews and articles

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

Softr no reviews yet
Streamlit 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.

Softr 37 mentions
Streamlit 222 mentions
  • Best Scalable No-code Web Builder?
    Web Apps: - Start with Glideapps.com or softr.io - if you get comfortable and still like to build web apps learn bubble.io or weweb.io or flutterflow.com. Source: almost 3 years ago
  • i am dumb
    Hey, My recommendation: - If you don't have previous knowledge start with one of the tools with a lower learning curve glideapps.com or softr.io - If you build a few apps with those, then I would start to learn one of the tools with a... Source: almost 3 years ago
  • Cheap/free basic mobile app maker?
    You should try softr.io They have an amazing free plan. Source: almost 3 years ago

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  • 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 Softr and Streamlit

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

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