Software Alternatives, Accelerators & Startups

Anvil.works VS Mode Python Notebooks

Compare Anvil.works VS Mode Python Notebooks and see what are their differences

Anvil.works logo Anvil.works

Build seriously powerful web apps with all the flexibility of Python. No web development experience required.

Mode Python Notebooks logo Mode Python Notebooks

Exploratory analysis you can share
  • Anvil.works Landing page
    Landing page //
    2022-03-23

Anvil is a powerful online platform that lets you build web applications with nothing but Python. It comes with two-click deployment, built-in user authentication, easy-to-use databases and loads more!

Learn all about Anvil in 80 seconds: https://youtu.be/3V-3g1mQ5GY

  • Mode Python Notebooks Landing page
    Landing page //
    2023-05-08

Anvil.works features and specs

  • Ease of Use
    Anvil.works simplifies web development through its drag-and-drop interface and Python-based backend, making it accessible for developers who may not have extensive front-end skills.
  • Integrated Development
    It provides an all-in-one platform, including database management, authentication, and server-side logic, which reduces the need for multiple third-party services.
  • Rapid Prototyping
    The platform allows for quick iteration and development of prototypes, enabling faster testing and validation of ideas.
  • Python Support
    For developers familiar with Python, Anvil.works allows them to leverage their existing knowledge without having to learn JavaScript, HTML, or CSS.
  • Deployment Simplicity
    Deploying an application is straightforward and seamless, as it removes much of the overhead involved in traditional web app deployment.

Possible disadvantages of Anvil.works

  • Limited Flexibility
    Because it's an all-in-one solution, customization might be limited compared to traditional development stacks where you have complete control over all layers of the application.
  • Performance Constraints
    Applications built on Anvil.works might not be as performant as those built with more specialized frameworks or stacks, particularly for very large or complex applications.
  • Vendor Lock-in
    Reliance on Anvil.works means that your application is dependent on their platform. Migrating away can be challenging if their pricing model changes or if the service discontinues.
  • Learning Curve
    While it reduces the need to learn multiple web technologies, there is still a learning curve for mastering the Anvil-specific ways of doing things.
  • Cost
    While there is a free tier, advanced features and higher tiers can become costly, particularly if the platform scales with usage.

Mode Python Notebooks features and specs

  • Integrated with Mode Analytics
    Mode Python Notebooks are seamlessly integrated with Mode Analytics, allowing users to perform advanced analytics and directly visualize the results within the same platform. This integration enables smooth transitions between data querying, manipulation, visualization, and reporting.
  • Real-time Collaboration
    Mode Notebooks support real-time collaboration, which allows multiple users to work on the same notebook simultaneously. This feature facilitates teamwork, enhances productivity, and ensures everyone is on the same page.
  • Accessible via Web Interface
    Being a web-based tool, Mode Python Notebooks can be accessed from any device with an internet connection, eliminating the need for complicated setup or installation processes. It provides convenience for users to work productively online without software compatibility issues.
  • Built-in Visualization Tools
    With Mode's built-in visualization capabilities, users can generate quick and interactive visual representations of data and insights directly within the notebooks. This feature is designed to facilitate better understanding and presentation of data analysis results.
  • Integration with SQL and R
    The notebooks support integrations with SQL and R, allowing users to leverage multiple languages and databases within a single notebook environment. This flexibility can help cater to diverse data manipulation and analysis requirements.

Possible disadvantages of Mode Python Notebooks

  • Limited Offline Access
    As a cloud-based tool, Mode Python Notebooks require internet access for functionality. This reliance on an internet connection can be restrictive and inconvenient for users who require offline access to notebooks and data.
  • Dependency on Third-party Platform
    Users are dependent on Mode as a third-party platform for functionality and reliability. Any outages or changes in service can directly impact users' ability to access and use their notebooks effectively.
  • Potential Learning Curve
    Individuals new to Mode Analytics may experience a learning curve when getting accustomed to the platform and its various features, particularly if they are more familiar with other notebook environments like Jupyter.
  • Subscription Costs
    Using Mode Python Notebooks typically involves subscription costs, which may be a limiting factor for individuals or small teams with budget constraints. The costs can add up compared to free alternatives, affecting the choice based on financial considerations.
  • Limited Customization
    Compared to open-source alternatives like Jupyter Notebooks, Mode Python Notebooks might offer limited customization options for those looking to deeply configure their working environment according to specific requirements.

Analysis of Anvil.works

Overall verdict

  • Anvil.works is considered a good platform for web development, especially for those who prefer a simplified, drag-and-drop interface.

Why this product is good

  • It provides an easy-to-use, visual interface that allows developers to design web apps quickly without needing to handle the complexities of frontend/backend integration manually.
  • Anvil uses Python, a popular and beginner-friendly programming language, allowing developers to write both frontend and backend code.
  • The platform includes built-in components for common web functionalities, such as user authentication, data tables, API management, and email services, enhancing productivity.
  • It is particularly useful for rapid prototyping and creating small to mid-scale applications, thanks to its all-in-one nature.
  • Anvil simplifies the deployment process, allowing for seamless app sharing and scaling without deep DevOps knowledge.

Recommended for

  • Beginners who want to learn web development using Python.
  • Developers interested in rapid application development and prototyping.
  • Small teams or individuals who need to deploy applications quickly without extensive setup.
  • Educators and students looking for a practical, accessible way to build and deploy applications.

Category Popularity

0-100% (relative to Anvil.works and Mode Python Notebooks)
Developer Tools
89 89%
11% 11
App Development
100 100%
0% 0
Education
0 0%
100% 100
AI
100 100%
0% 0

User comments

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Social recommendations and mentions

Based on our record, Anvil.works seems to be more popular. It has been mentiond 102 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Anvil.works mentions (102)

  • PySimpleGUI 6
    Have a look at https://anvil.works. - Source: Hacker News / 4 months ago
  • How to Build a RAG Solution with Llama Index, ChromaDB, and Ollama
    With a few lines of Python, you can build a basic retrieval-augmented generation (RAG) solution, but it doesn’t stop here. You can extend this project to search for multiple web pages, load large documents, add a simple web UI using either Streamlit or Anvil, or even experiment with different models in Ollama. - Source: dev.to / 10 months ago
  • The Python Web Stack You've Never Heard Of: Building Apps Without Frontend Code
    Anvil takes a contrarian approach: what if you could write your entire web application including the client-side code in Python? No JavaScript required. But here’s the technical puzzle: browsers only understand JavaScript. So how does this actually work? - Source: dev.to / 11 months ago
  • Ask HN: Who is hiring? (September 2025)
    We make an open-source web framework, an online code editor, a GUI builder, and a PaaS hosting platform. Together, you can build and host a full-stack web application - and all you need is a little Python. (Yes, even the client-side code - we compile Python to JS with a Pythonic GUI framework!) We’re looking for an experienced all-rounder to work on the core Anvil platform, with a focus on the back-end. Our stack... - Source: Hacker News / about 1 year ago
  • The Best Python Web App Frameworks in 2025
    Anvil takes a very different approach to building Python web applications. While the previous options are Python packages built as alternatives to Streamlit, Anvil was built to be Visual Basic for the web. - Source: dev.to / about 1 year ago
View more

Mode Python Notebooks mentions (0)

We have not tracked any mentions of Mode Python Notebooks yet. Tracking of Mode Python Notebooks recommendations started around Mar 2021.

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