Software Alternatives & Reviews

Metaflow VS ActiveBatch

Compare Metaflow VS ActiveBatch and see what are their differences

Metaflow logo Metaflow

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

ActiveBatch logo ActiveBatch

Orchestrate the entire tech stack with ActiveBatch Workload Automation & Job Scheduling. Build and manage workflows from one place.
  • Metaflow Landing page
    Landing page //
    2023-03-03
  • ActiveBatch Landing page
    Landing page //
    2020-12-04

Orchestrate your entire tech stack with ActiveBatch Workload Automation and Enterprise Job Scheduling. Build and centralize end-to-end workflows under a single pane of glass. Seamlessly manage systems, applications, and services across your organization. Eliminate manual workflows with ActiveBatch so you can focus on higher value activities that drive your company forward.

Limitless Endpoints: Use native integrations and our low-code REST API adapter to connect to any server, any application, any service.

Proactive Support Model: 24/7- US-based support and predictive diagnostics.

Low Code Drag-and-Drop GUI: Easily build reliable, customizable, end-to-end processes.

Metaflow

Pricing URL
-
$ Details
Platforms
-
Release Date
-

ActiveBatch

$ Details
paid Free Trial
Platforms
Cross Platform
Release Date
2000 January

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

ActiveBatch videos

Redefine Your IT Automation Strategy with ActiveBatch

More videos:

  • Review - Demand More From Your IT Automation
  • Demo - ActiveBatch Self-Service Portal for Business Users

Category Popularity

0-100% (relative to Metaflow and ActiveBatch)
Workflow Automation
26 26%
74% 74
DevOps Tools
49 49%
51% 51
IT Automation
0 0%
100% 100
Workflows
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 Metaflow and ActiveBatch

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

ActiveBatch Reviews

6 Best Power Automate Alternatives & Competitors in 2024
ActiveBatch is an all-in-one solution that gives organizations the power to centrally manage workload automation and job scheduling. By seamlessly bringing together different tools and applications, ActiveBatch offers a unified platform that gets rid of bottlenecks and failures while improving IT service levels.
Top 10 Control-M Alternatives in ’23
ActiveBatch is a versatile workload automation tool that can optimize and simplify manual and redundant tasks, enabling business process automation. ActiveBatch offers an intuitive drag-and-drop interface and a wide range of functionalities on a single platform for a centralized workload automation.
9 Control-M Alternatives & Competitors In 2023
ActiveBatch offers a feature-rich workload automation tool. It’s a robust platform that provides security, auditing, and compliance as well as high availability of non-cluster failover. ActiveBatch’s Mobile Ops app makes it easy for field agents to stay connected with their workflows and processes while on the go.
The Top 5 BMC Control-M API Alternatives
ActiveBatch offers many features, including job scheduling, event-based triggers, file transfers, workload balancing, dependency tracking, notification and reporting capabilities, and support for various technologies and platforms. The software also includes a drag-and-drop visual interface and a pre-built library of job steps and templates, making it easier for users to...
Source: www.redwood.com

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: 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

ActiveBatch mentions (0)

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

What are some alternatives?

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

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

Stonebranch - Stonebranch builds IT orchestration and automation solutions that transform business IT environments from simple IT task automation into sophisticated, real-time business service automation.

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

Control-M - Control‑M simplifies and automates diverse batch application workloads while reducing failure rates, improving SLAs, and accelerating application deployment.

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.

JAMS Scheduler - Enterprise workload automation software supporting processes on Windows, Linux, UNIX, iSeries, SAP, Oracle, SQL, ERPs and more.