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Versatile Data Kit VS Mage AI

Compare Versatile Data Kit VS Mage AI and see what are their differences

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Versatile Data Kit logo Versatile Data Kit

An open-source framework that enables anybody to create their own data pipelines, with: - Data SDK for the automation of data extraction, transformation, and loading.

Mage AI logo Mage AI

Open-source data pipeline tool for transforming and integrating data.
  • Versatile Data Kit Landing page
    Landing page //
    2023-10-18
  • Mage AI Landing page
    Landing page //
    2023-10-18

Category Popularity

0-100% (relative to Versatile Data Kit and Mage AI)

Versatile Data Kit

Mage AI

Automation
100 100%
Automation
0% 0
Utilities
37 37%
Utilities
63% 63
Web Service Automation
100 100%
Web Service Automation
0% 0
Workflow Automation
52 52%
Workflow Automation
48% 48

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Versatile Data Kit and Mage AI

Versatile Data Kit Reviews

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Mage AI Reviews

5 Airflow Alternatives for Data Orchestration
Mage AI provides a simple developer experience, supports multiple programming languages, and enables collaborative development. Its built-in monitoring, alerting, and observability features make it well-suited for large-scale, complex data pipelines. Mage AI also supports dbt for building, running, and managing dbt models.
Source: www.kdnuggets.com

Social recommendations and mentions

Based on our record, Mage AI should be more popular than Versatile Data Kit. It has been mentiond 26 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.

Versatile Data Kit mentions (10)

  • If dbt is the "T" part of an "ELT", what do you use for "EL"?
    I work at VMware and we use one tool for the whole ELT, it was made internally as there was no good alternative at the time and now we opensourced it, here it is: https://github.com/vmware/versatile-data-kit. Source: over 1 year ago
  • Dear, pipeline builders! Which step in your role is the most time consuming?
    "suggestions on how to reduce the time spent on initially generating and adjusting the code" is using some tools that automate ELT. Here's one open-source tool I'm working on with my team: https://github.com/vmware/versatile-data-kit. Source: over 1 year ago
  • ETL question (noob)
    Have you heard about versatile data kit (https://github.com/vmware/versatile-data-kit)? I think it meets your needs perfectly:. Source: over 1 year ago
  • DE Open Source
    Versatile Data Kit is a framework to bBuild, run and manage your data pipelines with Python or SQL on any cloud https://github.com/vmware/versatile-data-kit Here's a list of good first issues: https://github.com/vmware/versatile-data-kit/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22 Join our slack channel to connect with our team: https://cloud-native.slack.com/archives/C033PSLKCPR. Source: over 1 year ago
  • How much python is enough for a beginner?
    There are some DE tools now that provide automation, so you don't need to have advanced Python to build your pipelines, like this one here: https://github.com/vmware/versatile-data-kit. Source: over 1 year ago
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Mage AI mentions (26)

  • Looking for an open-source project
    Want to work on Mage, a modern replacement for Airflow? Source: over 1 year ago
  • Is there an alternative for Airflow for running thousands of dynamic tasks?
    You could also check mage. https://github.com/mage-ai/mage-ai It is developed by former engineers of AirBnb too. Source: over 1 year ago
  • ETL tool
    Disclaimer: I worked at Airbnb for 5+ years working on data tools like Airflow and I helped start Mage almost 2 years ago. Source: over 1 year ago
  • Can we take a moment to appreciate how much of dataengineering is open source?
    Here is an easy to use data pipeline tool (free) with a user friendly UI: https://github.com/mage-ai/mage-ai. Source: over 1 year ago
  • Show HN: Mage, Fivetran alternative for ELT and data integrations
    You can also check out the repo here: https://github.com/mage-ai/mage-ai. - Source: Hacker News / over 1 year ago
View more

What are some alternatives?

When comparing Versatile Data Kit and Mage AI, you can also consider the following products

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

Apache Spark - Apache Spark is an engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.

Caravel - Visual, intuitive, and interactive data exploration platform

Make.com - Tool for workflow automation (Former Integromat)

Apache Flink - Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.

Aha! Visual Chart Tool - Create beautiful product roadmap visualizations

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