Software Alternatives, Accelerators & Startups

Metaflow VS Anvil.works

Compare Metaflow VS Anvil.works and see what are their differences

Metaflow logo Metaflow

Framework for real-life data science; build, improve, and operate end-to-end workflows.

Anvil.works logo Anvil.works

Build seriously powerful web apps with all the flexibility of Python. No web development experience required.
  • Metaflow Landing page
    Landing page //
    2023-03-03
  • 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

Metaflow videos

useR! 2020: End-to-end machine learning with Metaflow (S. Goyal, B. Galvin, J. Ge), tutorial

More videos:

  • Review - Screencast: Metaflow Sandbox Example

Anvil.works videos

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

+ Add video

Category Popularity

0-100% (relative to Metaflow and Anvil.works)
Workflow Automation
100 100%
0% 0
Developer Tools
0 0%
100% 100
DevOps Tools
100 100%
0% 0
Productivity
0 0%
100% 100

User comments

Share your experience with using Metaflow and Anvil.works. For example, how are they different and which one is better?
Log in or Post with

Reviews

These are some of the external sources and on-site user reviews we've used to compare Metaflow and Anvil.works

Metaflow Reviews

Comparison of Python pipeline packages: Airflow, Luigi, Gokart, Metaflow, Kedro, PipelineX
Metaflow enables you to define your pipeline as a child class of FlowSpec that includes class methods with step decorators in Python code.
Source: medium.com

Anvil.works Reviews

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

Social recommendations and mentions

Based on our record, Anvil.works should be more popular than Metaflow. It has been mentiond 94 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.

Metaflow mentions (12)

  • What are some open-source ML pipeline managers that are easy to use?
    I would recommend the following: - https://www.mage.ai/ - https://dagster.io/ - https://www.prefect.io/ - https://metaflow.org/ - https://zenml.io/home. Source: about 1 year ago
  • Needs advice for choosing tools for my team. We use AWS.
    1) I've been looking into [Metaflow](https://metaflow.org/), which connects nicely to AWS, does a lot of heavy lifting for you, including scheduling. Source: about 1 year ago
  • Selfhosted chatGPT with local contente
    Even for people who don't have an ML background there's now a lot of very fully-featured model deployment environments that allow self-hosting (kubeflow has a good self-hosting option, as do mlflow and metaflow), handle most of the complicated stuff involved in just deploying an individual model, and work pretty well off the shelf. Source: over 1 year ago
  • [OC] Gender diversity in Tech companies
    They had to figure out video compression that worked at the volume that they wanted to deliver. They had to build and maintain their own CDN to be able to have a always available and consistent viewing experience. Don’t even get me started on the resiliency tools like hystrix that they were kind enough to open source. I mean, they have their own fucking data science framework and they’re looking into using neural... Source: over 1 year ago
  • Going to Production with Github Actions, Metaflow and AWS SageMaker
    Github Actions, Metaflow and AWS SageMaker are awesome technologies by themselves however they are seldom used together in the same sentence, even less so in the same Machine Learning project. - Source: dev.to / almost 2 years ago
View more

Anvil.works mentions (94)

  • A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
    Anvil.works - Web app development with nothing but Python. Free tier with unlimited apps and 30-second timeouts. - Source: dev.to / 4 months ago
  • Ask HN: Who is hiring? (February 2024)
    Anvil (https://anvil.works) | Senior Developer | Cambridge, UK | ONSITE, VISA | Full-time/part-time/flexible 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 and provide our own GUI framework!) We’re... - Source: Hacker News / 4 months ago
  • The IDEs we had 30 years ago and we lost
    Have a look at https://anvil.works. - Source: Hacker News / 5 months ago
  • Ask HN: What low code platforms are worth using?
    The problem with low-code platform is that you are always restricted and can't go beyond what they offer. And someday, you will run across a problem that you can never solve with that platform. But there is a better way to do it. In my experience Anvil is the fastest way to develop a web apps. It is a framework that lets you do everything including Frontend, Backend and Database using just Python. I started using... - Source: Hacker News / 8 months ago
  • Ask HN: Why did Visual Basic die?
    > The closest thing I've found in the modern age is https://anvil.works - basically works like Delphi/VB, but web based, and in Python You haven't used Lazarus (https://www.lazarus-ide.org/)? - Source: Hacker News / 9 months ago
View more

What are some alternatives?

When comparing Metaflow and Anvil.works, you can also consider the following products

Apache Airflow - Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.

Unity - The multiplatform game creation tools for everyone.

Luigi - Luigi is a Python module that helps you build complex pipelines of batch jobs.

Unreal Engine - Unreal Engine 4 is a suite of integrated tools for game developers to design and build games, simulations, and visualizations.

DepHell - :package: :fire: Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build graph, show outdated, audit. Manage venvs, build package, bump ver...

Blender - Blender is the open source, cross platform suite of tools for 3D creation.