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Prefect.io VS Dagster

Compare Prefect.io VS Dagster and see what are their differences

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Contents:
  1. » Base Details
  2. » Reviews
  3. » Alternatives

Prefect.io logo Prefect.io

Prefect offers modern workflow orchestration tools for building, observing & reacting to data pipelines efficiently.

Dagster logo Dagster

The cloud-native open source orchestrator for the whole development lifecycle, with integrated lineage and observability, a declarative programming model, and best-in-class testability.
Not present
  • Dagster Landing page
    Landing page //
    2023-03-22

Category Popularity

0-100% (relative to Prefect.io and Dagster)

Prefect.io

Dagster

Data Pipelines
100 100%
Data Pipelines
0% 0
Utilities
0 0%
Utilities
100% 100
Workflows
100 100%
Workflows
0% 0
Data Integration
49 49%
Data Integration
51% 51

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Prefect.io and Dagster

Prefect.io Reviews

Top 8 Apache Airflow Alternatives in 2024
Prefect, similarly to Airflow, is designed to help user orchestrate their workflows using Python. This service is web-based and could be easily set up with containerization tools, such as Docker, and deployed on the Kubernetes clusters. As a result, Prefect offers a high grade of scalability to its users, which might be of particular value to rapidly growing companies.
Source: blog.skyvia.com
10 Best Airflow Alternatives for 2024
Prefect blends the ease of the Cloud with the security of on-premises to satisfy the demands of businesses that need to install, monitor, and manage processes fast. It has helped businesses of all sizes realize the immediate financial benefits of being able to swiftly deploy, scale, and manage their processes. Unlike Apache Airflow’s heavily limited and verbose tasks,...
Source: hevodata.com

Dagster Reviews

5 Airflow Alternatives for Data Orchestration
Dagster is an open-source data orchestration system that allows users to define their data assets as Python functions. Once defined, Dagster manages and executes these functions based on a user-defined schedule or in response to specific events. Dagster can be used at every stage of the data development lifecycle, from local development and unit testing to integration...
Source: www.kdnuggets.com
Top 8 Apache Airflow Alternatives in 2024
Unlike Airflow, which supports any production environment, Dagster concentrates on cloud services and supports modern data stacks. Being cloud-native and container-native, this solution makes the scheduling and execution processes easier. Dagster was created with such specific goals in mind: designing ETL data pipelines, implementing machine learning curves, and managing...
Source: blog.skyvia.com
10 Best Airflow Alternatives for 2024
Dagster is a Machine Learning, Analytics, and ETL Data Orchestrator. Since it handles the basic function of scheduling, effectively ordering, and monitoring computations, Dagster can be used as an alternative or replacement for Airflow (and other classic workflow engines).
Source: hevodata.com

Social recommendations and mentions

Based on our record, Dagster seems to be more popular. It has been mentiond 2 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.

Prefect.io mentions (0)

We have not tracked any mentions of Prefect.io yet. Tracking of Prefect.io recommendations started around Mar 2024.

Dagster mentions (2)

What are some alternatives?

When comparing Prefect.io and Dagster, you can also consider the following products

Hall Monitor - Hall Monitor brings all your apps - Stripe, Shopify, Twitter, Instagram, and more - into unified automated reports, delivered to Slack or your inbox.

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

AWS Step Functions - AWS Step Functions makes it easy to coordinate the components of distributed applications and microservices using visual workflows.

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

Kedro - An open-source framework for data science code

Azure Data Factory - Learn more about Azure Data Factory, the easiest cloud-based hybrid data integration solution at an enterprise scale. Build data factories without the need to code.

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