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Astro by Astronomer pros and cons

Vendor: Astronomer

4.0 out of 5

29 reviews
100% willing to recommend

Pros & Cons summary

Astro by Astronomer enhances productivity by reducing task times and improving efficiency. Quick deployment and low manual effort increase reliability. With easy setup and wide integrations, it ensures effective onboarding. Users gain significant cloud savings, yet high pricing impacts enterprises. Challenges exist in AI governance, generic documentation, and prerequisite knowledge barriers. Despite strong community support, it experiences performance bottlenecks during simultaneous DAG runs, affecting its reliability for some users.

Buyer's Guide

Get pricing advice, tips, use cases and valuable features from real users of this product.

Prominent pros & cons

PROS

Astro by Astronomer has significantly improved organizational productivity by reducing task completion times and enhancing efficiency.

Higher deployment speed and reduced manual effort have led to improved reliability and troubleshooting capabilities.

Astro by Astronomer offers easy setup, a wide range of integrations, and thorough tutorials facilitating seamless onboarding and use.

There is a significant saving in cloud spending and overall costs, resulting in a high return on investment.

Astro by Astronomer is recognized for its robust support and community, contributing to efficient problem-solving and increased reliability.

CONS

Pricing for Astro by Astronomer is considered high, especially for large-scale enterprise use, involving significant expenses.

There are areas for improvement in the governance and security of AI capabilities in Astro by Astronomer.

Documentation for Astro by Astronomer could be more generic and less specific to each service integration.

Individuals unfamiliar with some prerequisite knowledge face barriers when using Astro by Astronomer.

Astro by Astronomer has experienced performance bottlenecks, especially when running DAGs simultaneously.

Astro by Astronomer Pros review quotes

FS

Fsiddiquee Sudeki

Data Platform Engineer at Babbel

Jul 8, 2026

If you want a one-stop solution for your orchestration, I think Astro by Astronomer is the best place to look.

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Manager, Project Development at a tech vendor with 10,001+ employees

Jul 5, 2026

Previously, developing DAGs took days and sometimes a sprint, now I can deliver within a couple of hours.

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MANISH KUMAR TYAGI

MLOps | Senior Data Engineer at Walmart Global Tech India

Jul 23, 2026

The return on investment has been remarkable, with savings exceeding seventy-five percent compared to previous manual cron job management.

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Astro by Astronomer

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Learn what your peers think about Astro by Astronomer. Get advice and tips from experienced pros sharing their opinions. Updated: August 2026.

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reviewer2879685

Senior Data Platform Engineer at a retailer with 10,001+ employees

Jul 26, 2026

Astro by Astronomer has positively impacted my organization by significantly improving developer productivity, reducing downtimes, alleviating overhead associated with upgrades, and delivering nearly a 45% reduction in cloud spending, translating to a high return on investment.

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FA

Aampilahy Aampilahy

Senior Cloud Data Engineer at Euronext

Jul 22, 2026

Astro by Astronomer has positively impacted my organization because it continuously follows the latest version of Airflow as an open-source project.

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DK

Data Engineer at a tech vendor with 10,001+ employees

Jul 13, 2026

From a business perspective, we have achieved faster deployments, reduced manual effort, improved reliability, and faster troubleshooting.

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reviewer2873649

Data Engineer at a financial services firm with 5,001-10,000 employees

Jul 18, 2026

I think that Astro by Astronomer is a good example of how data orchestration is important to the company when we think about big data and ingestion from many external companies or external institutions that bring to us data that is important to provide final products that can provide to the company the best decision-making in the future for the company regarding revenue, costs, and guidelines for the company that want to grow at a very fast pace.

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Gopinath Sundarraj

IT Analyst at Tata Consultancy

Jul 17, 2026

Astro by Astronomer has positively impacted my organization because it is reliable, allowing me to depend on it for managing the Airflow instances along with the infrastructure and error handling.

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Rodrigoschneider I Do

data engineer at a financial services firm with 1,001-5,000 employees

Jul 14, 2026

Astro by Astronomer has positively impacted my organization because it is open source code, so we can use it in AWS, Azure, GCP, or on servers that we have on-premise, ensuring we can use it in every situation.

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Ingeniero En Machine Learning at a media company with 5,001-10,000 employees

Jul 14, 2026

My experience with customer support has been quite pleasant, as we always get a response.

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Astro by Astronomer Cons review quotes

FS

Fsiddiquee Sudeki

Data Platform Engineer at Babbel

Jul 8, 2026

There is room for improvement around having an improved UI and also integration with other tools.

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Manager, Project Development at a tech vendor with 10,001+ employees

Jul 5, 2026

I believe my experience with pricing, setup, cost, and licensing could be better.

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MANISH KUMAR TYAGI

MLOps | Senior Data Engineer at Walmart Global Tech India

Jul 23, 2026

One area for improvement is the recent change in the UI with task groups introduced in version two point three and above.

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Astro by Astronomer

Free Report: Astro by Astronomer Reviews and More

Learn what your peers think about Astro by Astronomer. Get advice and tips from experienced pros sharing their opinions. Updated: August 2026.

908,834 professionals have used our research since 2012.

reviewer2879685

Senior Data Platform Engineer at a retailer with 10,001+ employees

Jul 26, 2026

Astro by Astronomer is doing great, and while improvement opportunities exist, particularly around the cost model, which can occasionally feel steep, I generally find it quite favorable.

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FA

Aampilahy Aampilahy

Senior Cloud Data Engineer at Euronext

Jul 22, 2026

There are some downsides to the event-driven scheduling features since it is new.

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DK

Data Engineer at a tech vendor with 10,001+ employees

Jul 13, 2026

Overall, my experience with Astro by Astronomer was very positive, but there are a few areas where it could improve.

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reviewer2873649

Data Engineer at a financial services firm with 5,001-10,000 employees

Jul 18, 2026

Astro by Astronomer can be improved always by integrating and being in attention with the capabilities that are emerging in the technology as well.

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Gopinath Sundarraj

IT Analyst at Tata Consultancy

Jul 17, 2026

I believe there is a need for improvement in Astro by Astronomer, especially regarding the strict limitation of 10 DBT deployments.

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Rodrigoschneider I Do

data engineer at a financial services firm with 1,001-5,000 employees

Jul 14, 2026

I think Astro by Astronomer can be improved for newcomers, especially regarding the installation, making it more friendly for Windows users, as we use WSL update.

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Ingeniero En Machine Learning at a media company with 5,001-10,000 employees

Jul 14, 2026

I think Astro by Astronomer could improve by providing more visibility and webinars about the new features they are releasing for Airflow, as since we migrated to Astro, we have not had the opportunity to fully utilize or have considered that we are not using the latest up-to-date features.

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Control-M vs Astro by Astronomer

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AutoSys Workload Automation vs Astro by Astronomer

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IBM Workload Automation vs Astro by Astronomer

Redwood RunMyJobs vs Astro by Astronomer

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