Overview
Product Information on Astro
What is Astro?
Astro Pricing
Overall experience with Astro
“Managed Airflow Instance Simplifies Setup But Presents Cost and Error Challenges”
“Faster Start Times and Pipeline Building Highlighted Amid Customization Constraints”
About Company
Company Description
Astronomer is the company behind Astro, a unified DataOps platform powered by Apache Airflow. Astro enables data teams to build, run, observe, and manage mission-critical data pipelines for data-, analytics-, and AI-driven applications. It supports the development of reliable data products by enabling workflow orchestration, observability, and automation. With built-in data observability features such as logging, metrics, and lineage tracking, Astronomer helps teams monitor and troubleshoot workflows in production. Organizations across industries use Astronomer to operationalize data across cloud, hybrid, and on-premises environments.
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A Snapshot of What Matters - Based on Validated User Reviews
Reviewer Insights for: Astro
Performance of Astro Across Market Features
Astro Likes & Dislikes
1. Since Astro is a hosted instance of Airflow, it removes a lot of the difficulty surrounding the initial setup process. 2. Astro is built to allow users to interact with it or develop it in two different ways, which are cloud-based and CLI-based, allowing developers to use whichever method they are most comfortable with. This lowers the barrier-to-entry for people that are new to this type of tool. 3. It is very easy to setup a lot of the configurations within the cloud such as establishing different environments, storing private keys, and so on.
faster start times and efficiency in building pipelines
Monitoring, alerting, and troubleshooting have been game changers. We have reduced overhead by eliminating resource monitoring data processes and have made resolving issues before they impact customer facing products much easier.
1. It's difficult to estimate the cost due to their complex formula. In addition, I'm not a fan of their base cost (the minimum you'll be charged regardless of whether you run jobs on Astro or not). 2. Updating Astro's runtime version is very frustrating as it seems you have to delete the job and redeploy it after updating it in the configuration files. If this is not done, then it will show errors. 3. Some errors will persist and show even though they are not accurate and will require you to work with their support to have the message removed.
less flexible in customization
Astro has a learning curve. This requires a dedicated engineer to specialize in the product and set up each flow and alert. With multiple platforms and source integrations, it takes some effort to figure out if you are a part-timer.
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Peer Discussions
Astro Reviews and Ratings
- Data And Analytics Manager50M-1B USDSoftwareReview Source
Managed Airflow Instance Simplifies Setup But Presents Cost and Error Challenges
An easy-to-use managed instance of Airflow that removes a lot of the frustrations surrounding setup and infrastructure. - DATA AND ANALYTICS MANAGER1B-10B USDManufacturingReview Source
Boosts visibility and confidence in data, and well worth the learning curve.
All in all, Astronomer has been reliable in managing our data pipelines running on GCP that feed our warehouse, marts, APIs, and customer facing dashboards. This has helped improve visibility into pipeline health and failures in real time, making troubleshooting much easier and resolutions much quicker. - Data Analyst50M-1B USDFinance (non-banking)Review Source
Alerting Features Improve SLA Monitoring but Role Customization Remains Limited
Overall it has been a useful tool to help simplify managing our airflow instances. - Research And Development AssociateGov't/PS/EdEducationReview Source
Platform Offers Scalable Workflow Orchestration With Notable Complexity And Cost Concerns
Makes managing airflow in data workflows incredibly smooth. Overall it is a good platform for running Apache Airflow. Another great advantage is its scalability. - It Associate50M-1B USDConsumer GoodsReview Source
Streamlines Airflow Pipeline Tasks Though Advanced Troubleshooting Still Needs Expertise
My experience has been very positive. This tool gives a well structured and reliable way to manage, develop and deploy Apache Airflow pipelines. It simplifies many of the challenges that normally come with managing these environments.