Software Alternatives, Accelerators & Startups

Metaflow VS 8base

Compare Metaflow VS 8base and see what are their differences

Metaflow logo Metaflow

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

8base logo 8base

Rethink development using 8base's low-code development platform.
  • Metaflow Landing page
    Landing page //
    2023-03-03
  • 8base Landing page
    Landing page //
    2023-10-28

A full-stack low-code development platform that enables JavaScript developers to any type of web application faster, better, and more economically. With 8base: Build using visual tools; Leverage pre-fab components; Code wherever you need to; See progress in realtime; Deploy instantly; Pay for use, not users.

Metaflow

Pricing URL
-
$ Details
Platforms
-
Release Date
-

8base

Website
8base.com
$ Details
paid Free Trial $25.0 / Monthly (1,000 user accounts, 100,000 API calls.)
Platforms
Browser iOS Android REST API JavaScript Swift GraphQL API TypeScript
Release Date
2018 October

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

8base videos

8base Explainer Video

More videos:

  • Review - 8base Quick Overview

Category Popularity

0-100% (relative to Metaflow and 8base)
DevOps Tools
100 100%
0% 0
Developer Tools
0 0%
100% 100
Workflow Automation
100 100%
0% 0
Cloud Computing
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Metaflow and 8base

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

8base Reviews

  1. Really great platform for app development

    8base has been really fun to learn and leverage in my projects. I'd say I use it about 60% of the time now. Love their FaaS component.

Social recommendations and mentions

Based on our record, Metaflow seems to be more popular. It has been mentiond 12 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

8base mentions (0)

We have not tracked any mentions of 8base yet. Tracking of 8base recommendations started around Mar 2021.

What are some alternatives?

When comparing Metaflow and 8base, you can also consider the following products

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

Heroku - Agile deployment platform for Ruby, Node.js, Clojure, Java, Python, and Scala. Setup takes only minutes and deploys are instant through git. Leave tedious server maintenance to Heroku and focus on your code.

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

Render UIKit - React-inspired Swift library for writing UIKit UIs

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

Porter - Heroku that runs in your own cloud