--- title: Astro by Astronomer Reviews meta\_title: 'Astro by Astronomer Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 136 reviews by the users' company size, role or industry to find out how Astro by Astronomer works for a business like yours. aggregate\_rating: rating\_value: 4.5 review\_count: 136 scale: '5' date\_modified: '2026-08-07' parent\_category: name: Cloud Data Integration url: https://www.g2.com/categories/cloud-data-integration --- # Astro by Astronomer Reviews & Product Details Visit Website For data teams looking to increase the availability of trusted data, Astronomer provides Astro, the modern data orchestration platform, powered by Airflow. Astro enables data engineers, data scientists, and data analysts to build, run, and observe pipelines-as-code. Astronomer is the driving force behind Apache Airflow™, the de facto standard for expressing data flows as code. Airflow is downloaded more than 31 million times each month and is used by hundreds of thousands of teams around the world. * * * Product Website Astro by Astronomer Seller [Astronomer](https://www.g2.com/sellers/astronomer) Discussions [Astro by Astronomer Community](https://www.g2.com/products/astro-by-astronomer/discuss) Languages Supported English Solution Type All-in-One Overview by Juliana ODonohue Show More ## Value at a Glance Averages based on real user reviews. ### Time to Implement 2 months [ View More Pricing Information ](https://www.g2.com/products/astro-by-astronomer/pricing) ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") AI Verified User in Information Technology and Services Enterprise (\> 1000 emp.) 9/29/2025 "A powerful and user-friendly platform for data workflows" 5/5 What do you like best about Astro by Astronomer? I really like how easy it's to use, even for complex workflows. The variety of operators makes it possible to handle almost any task, which saves a lot of time. The cost-to-benefit ratio is excellent, especially considering how much effort it reduces in managing pipelines. The UI is intuitive, scaling is straightforward, and the integration with Airflow gives me confidence in its reliability. It also helps the team collaborate better by making workflows transparent and easy to monitor. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? Documentation can sometimes feel a bit fragmented, and deeper troubleshooting guidance would be helpful. Some advanced features require extra setup or technical knowledge, which can slow down new users. Pricing can also scale up quickly for larger teams or heavy usage, so better cost visibility would be a plus. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Astro helps me manage complex data pipelines more efficiently and reliably. With multiple integrations available out of the box, it simplifies connecting different data sources and destinations. This reduces the amount of manual work needed and ensures that workflows run consistently at scale. It also improves collaboration across teams, since the pipelines are easier to monitor and maintain. Overall, it saves time, increases productivity, and provides peace of mind that critical data processes are running smoothly. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") AF Verified User in Financial Services Enterprise (\> 1000 emp.) 10/6/2025 "Top class at ease of use, with improvement points" 4/5 What do you like best about Astro by Astronomer? Getting everything set up and running was a smooth process, thanks in part to the abundance of tutorials available for guidance. Whenever I needed assistance, the customer support team responded promptly and provided valuable help. Features can also be considered quite complete for a scheduling tool. It has also lots of integration with different types of cloud vendors, databases, and third parties. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? I think stability can be improved further. At times, we experience a small short performance issues, for example Astro API endpoints that went down. I also feel like the support can provide a bit more insights into our environment/deployment setup. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Astro takes care of the technical infrastructure involved in setting up Airflow, which saves us a significant amount of time. We no longer have to be concerned about software incompatibilities or managing package versions. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Wade R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Wade R.") WR Wade R. Site Reliability Engineer Mid-Market (51-1000 emp.) 10/14/2025 "Excellent Application with Open Accessibility for Support Engineers." 4.5/5 What do you like best about Astro by Astronomer? I appreciate the UI improvements and the ability to access run statistics. Although I haven't had the opportunity to develop directly on Astro, the integration between GitHub and Astro provides me with all the information I need to carry out my responsibilities as a product support engineer. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? The start time vs run time can be a little misleading. I don't have many complaints about Astro, it functions well, and does what it needs to do. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Automating client file ingestion, building our reporting DB and creating reports for our clients. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Lucas M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lucas M.") LM Lucas M. Business Intelligence Analyst Enterprise (\> 1000 emp.) 10/15/2025 "Efficient platform for managing Airflow" 4.5/5 What do you like best about Astro by Astronomer? I use it on a daily basis to manage Airflow environments efficiently. It simplifies Airflow orchestration with an intuitive interface and easy deployment. It’s well-documented, stable, and saves time when managing environments. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? Some advanced configurations require manual steps or deeper platform knowledge. The pricing can be high for small teams. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Astro addresses the complexity of managing Airflow environments by providing a scalable platform. This reduces operational overhead and the risks associated with workflow failures, enabling a focus on process optimization rather than infrastructure management. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") UF Verified User in Financial Services Mid-Market (51-1000 emp.) 10/22/2025 "Effortless Airflow Management, Though Customization and Cost Could Improve" 5/5 What do you like best about Astro by Astronomer? I like that Astro by Astronomer makes managing Airflow effortless — it’s reliable, scalable, and saves time by handling infrastructure, monitoring, and upgrades for you. It also improves developer productivity with built-in observability, integrations, and streamlined CI/CD. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? It can be a bit costly, offers limited customization compared to self-hosted Airflow, and has a learning curve for new users. Some features are still maturing and can feel less flexible at times. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Problems solved: Removes the burden of managing orchestration infrastructure. Provides built-in pipeline observability and reliability. Let's teams focus on data logic—not tooling. Benefits: Less ops work, faster delivery. More reliable and scalable workflows. Clearer visibility into data pipelines. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") UI Verified User in Information Technology and Services Small-Business (50 or fewer emp.) 9/29/2025 "My experience with Astronomer has been really great." 4.5/5 What do you like best about Astro by Astronomer? I really like how Astronomer is a great tool that gives me a lot of time back with helping with data orchestration and seamless processes. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? Sometimes I wish that Astronomer would be more intuitive and less memory intensive. Especially with starting up local instances. And better documentation for when things go awry. Also sometimes with deployments I wish that the support team was more useful with helping debug. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? I use Astronomer to help give me a lot of time back in my day to day. I use it to help orchestrate tasks and workflows, especially when I use the DAGs. It helps automate a lot of menial processes that would otherwise take hours or even the full day. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Commercial Real Estate](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Commercial Real Estate") UC Verified User in Commercial Real Estate Mid-Market (51-1000 emp.) 10/10/2025 "From Infrastructure Headaches to Seamless DataOps" 4/5 What do you like best about Astro by Astronomer? The greatest strength of Astro by Astronomer is that it provides a fully managed, enterprise-grade DataOps platform built on top of Apache Airflow, effectively removing the painful burden of infrastructure management from data teams. This allows engineers to focus entirely on building data pipelines that drive business value, rather than on maintenance, scaling, or troubleshooting the orchestration system itself. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? While Astro is a robust platform, it does present some notable drawbacks. Cost is the most frequently cited concern, as the service is considered expensive with a pricing model that lacks transparency, especially when compared to self-hosted solutions. For new users, the tool has a steep learning curve, requiring extra time for adaptation and training. Technically, there are reports of problematic dependencies (particularly with Google services) that lead to time-consuming maintenance, along with occasional bugs and breaking changes that affect system stability. Furthermore, some users feel that the data lineage functionality needs improvement to be more valid and easier to use. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Astro by Astronomer solves the challenge of managing and scaling Apache Airflow environments. Before using Astro, our team spent a significant amount of time handling infrastructure maintenance, dependency management, and deployment issues. With Astro’s fully managed platform, we can now focus on building, monitoring, and optimizing data pipelines that directly support business goals. This has led to greater productivity, fewer operational incidents, and faster delivery of data insights. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Marketing and Advertising](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Marketing and Advertising") UM Verified User in Marketing and Advertising Mid-Market (51-1000 emp.) 10/14/2025 "Astronomer: Easy Managed Airflow with Great Local Dev and Cloud Integration" 4/5 What do you like best about Astro by Astronomer? Astronomer offers a nice managed Airflow service. A few things that I like: - Easy way to start new deployments/environment through the UI - Good documentation - Great support for local development using Docker - Seamless integration with Cloud provider Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? I haven't stumbled on anything so far and I have been using the tool for the past 5 months. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Astronomer is helping us to manage a few instances of Airflow which are operated by distinct teams. Apart from the isolation, it helps us with automation/authentication of these environments. Astro also provides an easy way to upgrade and test new versions of Airflow. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller SM Satyaki M. Senior Data Engineer Enterprise (\> 1000 emp.) 10/6/2025 "Astronomer: The best scheduling tool" 4.5/5 What do you like best about Astro by Astronomer? I appreciate the user interface, as well as how easy it is to use and to identify both failures and successes. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? The integration of the Airflow UI leaves room for improvement. I feel it could be more seamless and user-friendly. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Scheduling multiple processes has become effortless for me. I am now able to schedule and keep track of anything I need for the project. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Online Media](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Online Media") CO Verified User in Online Media Mid-Market (51-1000 emp.) 8/9/2023 "Astronomer for Data pipeline" 4.5/5 What do you like best about Astro by Astronomer? Monitoring made easy by having Slack integrations. DAG status can be easily tracked with Slack alerts. Triggering the DAGs with configs enables multiple functions to be done in the same DAG by passing required params. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? Logs retention can be improved in terms duration. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Astro soley fulfills the Load part of our ETL data pipelines with easy of scheduling the jobs and effectively helps in tracking the load status. Detailed history and visualization of the run history. Review collected by and hosted on G2.com. Show More 11/25/2025 Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ## Questions about Astro by Astronomer? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about Astro by Astronomer ](https://www.g2.com/products/astro-by-astronomer/discussions/new) GU Guest User What is your experience with Astro by Astronomer for data orchestration, and what challenges have you faced? 0 Upvotes 0 [ Join the conversation ](https://www.g2.com/discussions/what-is-your-experience-with-astro-by-astronomer-for-data-orchestration-and-what-challenges-have-you-faced) GU Guest User What is Astro by Astronomer used for? 0 Upvotes 0 [ Join the conversation ](https://www.g2.com/discussions/what-is-astro-by-astronomer-used-for) [ View all Discussions ](https://www.g2.com/products/astro-by-astronomer/discuss) ## Pricing Insights Averages based on real user reviews. ### Time to Implement 2 months ### Return on Investment 18 months ### Average Discount 11% ### Perceived Cost $$$$$ [ View More Pricing Information ](https://www.g2.com/products/astro-by-astronomer/pricing) ## How much does Astro by Astronomer cost? Data powered by [BetterCloud](https://www.bettercloud.com). Estimated Price ### $$k - $$k Per Year Based on data from 8 purchases. 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