Software Alternatives & Reviews

Metaflow VS Pipedream

Compare Metaflow VS Pipedream and see what are their differences

Metaflow logo Metaflow

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

Pipedream logo Pipedream

Integration platform for developers
  • Metaflow Landing page
    Landing page //
    2023-03-03
  • Pipedream Landing page
    Landing page //
    2023-08-24

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

Pipedream videos

Using Event Sources and Workflows: Analyze Twitter Sentiment in Real-Time and Save to Google Sheets

More videos:

  • Demo - Managing the Concurrency and Execution Rate of Workflow Events
  • Demo - Save Zoom Cloud Recordings to Google Drive and Share on Slack

Category Popularity

0-100% (relative to Metaflow and Pipedream)
Workflow Automation
44 44%
56% 56
Web Service Automation
0 0%
100% 100
DevOps Tools
100 100%
0% 0
Automation
11 11%
89% 89

User comments

Share your experience with using Metaflow and Pipedream. 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 Pipedream

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

Pipedream Reviews

Zapier: The $5B unbundling opportunity
Finally, Pipedream focuses on better support for complex Zapier use-cases by providing a platform that software engineers can use to create more technical and nuanced integrations.

Social recommendations and mentions

Based on our record, Pipedream should be more popular than Metaflow. It has been mentiond 47 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: 12 months 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: about 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 / over 1 year ago
View more

Pipedream mentions (47)

  • Ask HN: Is There a Zapier for APIs?
    Https://parabola.io/ https://pipedream.com/ https://autocode.com/ I think the first is no-code while the two others are more like low-code (pipedream free amy be enough for you). - Source: Hacker News / 2 months ago
  • A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
    Pipedream.com - An integration platform built for developers. Develop any workflow based on any trigger. Workflows are code you can run for free. No server or cloud resources to manage. - Source: dev.to / 3 months ago
  • Pipe Dreams: The life and times of Yahoo Pipes
    I have to plug one of my favorite workflow automation tools that is a namesake and was fairly recently developed: https://pipedream.com/ Would definitely give it a try if you’re looking to automate Yahoo Pipes style. I have no affiliation to them, just a happy user. - Source: Hacker News / 4 months ago
  • Import data from tick tick
    Apparently, Ticktick allows you to make backups of projects and tasks in CSV, so you could transform the CSV content into markdown and import it into Amplenote. Or you can set a script to get Ticktick's tasks using their API and Amplenote's APi. A good place to write these would be Pipedream if you already know how to code. Source: 11 months ago
  • Alternative to heroku
    Many great options have been listed already (shoutout Netlify and Firebase!). I'd also suggest Pipedream which is great because you can build workflows that combine no code steps in addition to full-code steps when the pre-built solutions don't work. Source: 11 months ago
View more

What are some alternatives?

When comparing Metaflow and Pipedream, you can also consider the following products

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

Zapier - Connect the apps you use everyday to automate your work and be more productive. 1000+ apps and easy integrations - get started in minutes.

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

ifttt - IFTTT puts the internet to work for you. Create simple connections between the products you use every day.

Azkaban - Azkaban is a batch workflow job scheduler created at LinkedIn to run Hadoop jobs.

n8n.io - Free and open fair-code licensed node based Workflow Automation Tool. Easily automate tasks across different services.