Software Alternatives & Reviews

Jenkins VS Metaflow

Compare Jenkins VS Metaflow and see what are their differences

Jenkins logo Jenkins

Jenkins is an open-source continuous integration server with 300+ plugins to support all kinds of software development

Metaflow logo Metaflow

Framework for real-life data science; build, improve, and operate end-to-end workflows.
  • Jenkins Landing page
    Landing page //
    2023-04-15
  • Metaflow Landing page
    Landing page //
    2023-03-03

Jenkins videos

Mick Jenkins - The Circus Album Review | DEHH

More videos:

  • Review - Mick Jenkins - The Water[s] ALBUM REVIEW
  • Review - Mick Jenkins - THE WATERS First REACTION/REVIEW

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

Category Popularity

0-100% (relative to Jenkins and Metaflow)
DevOps Tools
97 97%
3% 3
Workflow Automation
0 0%
100% 100
Continuous Integration
100 100%
0% 0
Continuous Deployment
100 100%
0% 0

User comments

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Reviews

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

Jenkins Reviews

What Are The Best Alternatives To Ansible? | Attune, Jenkins &, etc.
Jenkin is a popular tool for performing continuous integration of software projects in the market. Plus, it continues the delivery of projects regardless of the platform you’re working on. And it is also responsible for handling any build or continuous integration with various testing and development technologies. As a product, Jenkins is more developer-centric and...
Best 8 Ansible Alternatives & equivalent in 2022
Jenkins is an open-source continuous integration tool. It is written using the Java programming language. It facilitates real-time testing and reporting on isolated changes in a larger code base. This software similar to Ansible helps developers to quickly find and solve defects in their code base & automate testing of their builds.
Source: www.guru99.com
15 Best Jenkins Alternatives (Open Source & Paid) in 2021
Strider is an open source Jenkins alternative tool. Its written in Node.JS / JavaScript. It is one of the tools like Jenkins which uses MongoDB as a backing store. Hence, MongoDB and Node.js are essential for installing this CI. The tool offers supports for different plugins that modify the database schema & register HTTP routes.
Source: www.guru99.com
35+ Of The Best CI/CD Tools: Organized By Category
Spinnaker is an open-source continuous delivery tool. It can be used to deploy your applications across multiple cloud providers. It’s quite clear that Spinnaker was made with CI/CD pipelines in mind. You can automate system tests, manage your rollouts, and trigger pipelines through git events. Additionally, it’s compatible with CRON, Travis CI, Jenkins, and Docker.
10 Jenkins Alternatives in 2021 for Developers
You’ve now had the opportunity to take a closer look at ten of the best Jenkins alternatives that are available on the market in 2021. Automation allows for software development to be more efficient and less stressful. These reputable resources can improve your workflow and make things easier than they ever have been in the past. Don’t be afraid to steer yourself away from...

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

Social recommendations and mentions

Based on our record, Metaflow should be more popular than Jenkins. 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.

Jenkins mentions (5)

  • Is Jenkins dead? v2
    CloudBees Jenkins Platform is a commercial offering from CloudBees, it is not the Jenkins project itself (which is open source). Jenkins is alive and well. See https://jenkins.io. Source: 11 months ago
  • ELI5 what is Jenkins?
    Ok. I'm talking about this: https://jenkins.io/. Source: over 1 year ago
  • I wanted a self hosted alternative to Atlassian status page so I build my own application !
    Currently supported : Datadog, Jenkins, DNS, HTTP. Source: over 1 year ago
  • Jenkins Health Advisor by CloudBees Tool Makes Life Easier for Jenkins Administrators
    Saw this new blog post on jenkins.io which is really cool. Basically it is a free tool that you can use to help make sure your Jenkins system is managed well. Source: over 2 years ago
  • Node.js best practices list (July 2021)
    TL;DR: Your continuous integration platform (CICD) will host all the quality tools (e.g. test, lint) so it should come with a vibrant ecosystem of plugins. Jenkins used to be the default for many projects as it has the biggest community along with a very powerful platform at the price of a complex setup that demands a steep learning curve. Nowadays, it has become much easier to set up a CI solution using SaaS... - Source: dev.to / almost 3 years ago

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: 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
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What are some alternatives?

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

CircleCI - CircleCI gives web developers powerful Continuous Integration and Deployment with easy setup and maintenance.

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

Travis CI - Focus on writing code. Let Travis CI take care of running your tests and deploying your apps.

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

Codeship - Codeship is a fast and secure hosted Continuous Delivery platform that scales with your needs.

Activeeon - ProActive Workflows & Scheduling is a java-based cross-platform workflow scheduler and resource manager that is able to run workflow tasks in multiple languages and multiple environments: Windows, Linux, Mac, Unix, etc.