--- 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) ![Juan Roberto H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Juan Roberto H.") JH Juan Roberto H. coCTO Small-Business (50 or fewer emp.) 8/8/2023 "Excellent developer and customer experience" 5/5 What do you like best about Astro by Astronomer? We migrated away to GCP Composer due to their credits offerings. We're a small startup and really needed every possible financial relief we could get, otherwise we wouldn't have done so. We really miss the great UX/DX. And even when we were migrating, Astronomer generously extended our payed-credits usage beyond the contract so we could \*\*migrate away from them without so much pressure\*\*, and this we never asked for, it was their own proactive offering!! We will probably come back once our GCP credits run out :) Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? Previously I had as a con their pricing, but I think I need a correction here. Their pay-as-you-go option without dedicated clusters is very reasonably priced. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Extremely easy and user-friendly to maintain Airflow environments with the latest releases readily available and top Airflow contributors giving you support Review collected by and hosted on G2.com. Show More 6/3/2026 Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Lakshminarayanan K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lakshminarayanan K.") LK Lakshminarayanan K. Data Platform Engineering Mid-Market (51-1000 emp.) 8/24/2023 "Asro literally assists in data engineering work, making it easier and more productive." 5/5 What do you like best about Astro by Astronomer? Astronomer's agent purpose-built for Airflow that can build pipelines, debug failures, investigate production incidents, and help with Airflow upgrades. When a production DAG fails you can ask it to pull the logs, analyze the failure, and propose a fix, and it's accessible from the terminal with astro otto or in the Astro IDE. Useful for cutting down incident response time. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? sometimes sone database error Popping up Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? The tool offers a user-friendly solution for managing complex workflows through its intuitive interface. Users can easily create, schedule, and monitor intricate data pipelines, benefiting from enhanced logging and monitoring features. Review collected by and hosted on G2.com. Show More 6/10/2026 Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Vineeth D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vineeth D.") VD Vineeth D. Enterprise (\> 1000 emp.) 8/10/2023 "Data Pipeline use case" 5/5 What do you like best about Astro by Astronomer? Managed Astro setup was good.We don't need to maintain, astro itself will maintain the dags. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? Turn more of the new workflow into GA, stable defaults. Astro IDE is still in Preview Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Supporting integerations with different platforms. Review collected by and hosted on G2.com. Show More 6/10/2026 Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Mayara A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mayara A.") MA Mayara A. Data Analytics & BI Intern Enterprise (\> 1000 emp.) 10/6/2025 "Seamless orchestration and reliability for data analytics pipelines!" 5/5 What do you like best about Astro by Astronomer? Astro makes managing Airflow in our data analytics workflows incredibly smooth. It takes away the pain of infrastructure management, allowing us to focus on building insights instead of firefighting. The UI is clean, monitoring is straightforward, and scaling is effortless. I also appreciate the reliability – critical pipelines just run without constant babysitting. For our team, this has been a huge productivity boost. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? There’s not much to dislike. Sometimes the learning curve for new team members can be steep because of Airflow concepts, but that’s not really Astro’s fault. If anything, I’d like to see even more built-in templates or best-practice guides for common data analytics use cases. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? What problems is Astro by Astronomer solving and how is that benefiting you? Astro is helping our FP&A data analytics team orchestrate and automate workflows that used to take a lot of manual effort. By running Airflow on Astro, we can easily move and transform data from Redshift into clean, reliable tables that power our dashboards and financial reports. This has made it much faster to build charts and insights that our business leaders rely on. The biggest benefit is consistency and trust in the data — processes run smoothly, without constant maintenance, and we spend more time analyzing results instead of fixing pipelines. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Angel O.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Angel O.") AO Angel O. Machine Learning Engineer Enterprise (\> 1000 emp.) 9/29/2025 "Excellent support" 5/5 What do you like best about Astro by Astronomer? Astronomer has significantly improved how our team manages Airflow. What I appreciate most is the support—they are consistently available to answer our questions and offer practical guidance. Previously, we had to handle our own Airflow instance, which required a lot of preparation, learning, and time for every update. Now, with Astronomer, updates occur more frequently and seamlessly, allowing us to access the latest features without the complexity we faced before. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? What I don’t like as much is that some features are still not fully supported. For example, Dataline or having an interface to better understand why certain pods are not starting, which can make troubleshooting more challenging in some cases. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? In my case, the latest Airflow use case I’m working on with Astro is building a CI/CD workflow for ML models (MLOps). This includes model validation, integration testing, and deployment, all orchestrated smoothly through Airflow. Astro's managed platform makes it easier to maintain the Airflow instance with continuous updates and solid support, which helps ensure reliability and reduces downtime while I focus on delivering robust ML pipelines in production. This operational simplification benefits productivity and reduces the risk of pipeline failures due to infrastructure issues. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller VP Veerendra Patil P. Data Engineer Enterprise (\> 1000 emp.) 10/13/2025 "Streamlined Airflow orchestration with strong observability and support" 5/5 What do you like best about Astro by Astronomer? Astro by Astronomer makes deploying and scaling Airflow much easier. The managed environment takes care of scheduling, logging, and monitoring with very little setup required. Its integration with CI/CD tools and compatibility with both Kubernetes and cloud-native runtimes help streamline pipeline operations. Customer support and documentation are excellent, making it well-suited for enterprise use. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? There is less flexibility for custom configuration compared to managing your own Airflow instance. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Astro by Astronomer enables us to orchestrate complex data pipelines across multiple sources in a scalable and reliable manner. It significantly reduces the operational overhead of manually managing Airflow clusters and offers deep visibility into DAG performance, scheduling, and failure points. As a result, our data reliability has improved, downtime has decreased, and the delivery of analytics and reporting pipelines has become much faster. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Mid-Market (51-1000 emp.) 8/10/2023 "Reliable & Effortless orchestration tool" 5/5 What do you like best about Astro by Astronomer? The new operators and functionalities that have made life easier and seamless orchestration. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? As a data organisation we have multiple workspace, and various deployments. if the process to create various deployments is reduced, it would be great. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Leveraging operators to integrate and customize the connection of other tools to perform the Analytics problems. Review collected by and hosted on G2.com. Show More 6/4/2026 Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Maritime](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Maritime") UM Verified User in Maritime Mid-Market (51-1000 emp.) 10/15/2025 "Great for getting started with Airflow without worrying about infra setup" 3.5/5 What do you like best about Astro by Astronomer? I started using Astro at my company back in 2021, focusing on Astro Hybrid deployments. Setting up a reliable Airflow cluster with proper networking and load balancing can be a complex task. Astronomer's Astro Hybrid product, however, significantly reduces the DevOps workload involved in maintaining the cluster, while still allowing you and your organization to keep control over your infrastructure and data. This lets you spend more time on what really matters: developing Airflow DAG code. Additionally, it's straightforward to spin up or tear down Airflow clusters as needed for development purposes, which is especially helpful for comprehensive end-to-end or staging tests. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? While the support team is generally helpful, I've noticed that response times for support tickets have become increasingly slow, likely due to a growing customer base. Support is especially limited during East Asia timezones, where it can feel almost non-existent. Additionally, when dealing with more complex issues, the responses to support tickets can sometimes be vague, even when I've provided all the necessary context in my initial request. I recognize that it's challenging to address complicated problems thoroughly, particularly when communication involves both support engineers and developers. For these more involved cases, if your company has access to a dedicated Slack channel shared with Astronomer developers, I recommend using it. This direct line of communication can make it much easier to resolve issues efficiently. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Astro streamlines the often tedious process of setting up infrastructure with Airflow, allowing you to concentrate on what truly matters for your business: writing DAG code and deploying changes to production more efficiently. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Mayuresh P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mayuresh P.") MP Mayuresh P. Senior software engineer Enterprise (\> 1000 emp.) 10/10/2025 "Stellar Experience with Astronomer—Highly Recommended!" 4.5/5 What do you like best about Astro by Astronomer? Choosing the right partner, especially in complex technical domains, can be challenging, but working with Astronomer has been a truly exceptional experience. From the initial consultation to the final deployment, their team demonstrated a level of expertise and dedication that is rarely seen. What stands out most is their commitment to our success. The Astronomer team didn't just provide a solution; they acted as true partners, deeply understanding our specific needs and delivering reliable, high-performance results quickly and efficiently. Their solutions are robust, scalable, and clearly built on a foundation of deep, industry-leading knowledge. The customer support is also top-notch—responsive, knowledgeable, and always ready to go the extra mile. If you are looking for a company that combines innovation with unwavering dependability, look no further than Astronomer. They are, without a doubt, a first-rate organization. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? The initial learning curve for the platform's advanced features was steep; a few more introductory tutorial videos would be a huge benefit for new users. This, however, is a small trade-off for the power and flexibility the platform offers. 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 major operational complexity associated with self-managing Apache Airflow at scale. Specifically, it eliminates the burden of maintaining, securing, and scaling the underlying Airflow infrastructure (schedulers, workers, Kubernetes) Review collected by and hosted on G2.com. Show More Validated 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.) 10/14/2025 "Great Observability and Easy Integration, but Issues with New Airflow Version" 4/5 What do you like best about Astro by Astronomer? I appreciate the observability the platform provides for all of our company's deployments. Additionally, the integration with platforms such as GitHub and Bitbucket to sync the DAGs is very useful. Deploying with the API is straightforward and user-friendly, but at the moment, I personally prefer syncing DAGs rather than including them in the image. My team always push new dags and the tool's uptime is quite good, as I have never seen any problems. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? With the new version of airflow, I have some problems with the pods that run all the process. But nothing with astronomer. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? A significant portion of our data processes relies on Airflow, which allows us to monitor everything through the Astronomer UI and respond quickly if any process fails. Previously, I managed a self-deployed Airflow instance on Kubernetes, but the observability features provided by Astro have noticeably improved my workflow at work. Review collected by and hosted on G2.com. Show More 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. Get Price Estimate Astro by Astronomer Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_6500b53ebeb351a5499a80c858e37bd3/prefect.png "Product Avatar Image") Prefect 4.5/5(125) [ Compare Now ](https://www.g2.com/compare/astro-by-astronomer-vs-prefect) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image") Databricks 4.6/5(1,364) [ Compare Now ](https://www.g2.com/compare/astro-by-astronomer-vs-databricks) ##### ##### Astro by Astronomer Features Automation Workload Processing Scalability Intelligent Automation Administration Administration Console Workflow Management IT Issue Identification Functionality Job Scheduling API / Integrations Integrations Data Management Data Integration Self-service Automated workflows [ View More Features ](https://www.g2.com/products/astro-by-astronomer/features) ## Top-Rated Alternatives [ ![Databricks](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Databricks") Databricks 4.6/5(1,364) ](https://www.g2.com/products/databricks/reviews) [ ![Monte Carlo](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Monte Carlo") Monte Carlo 4.3/5(536) ](https://www.g2.com/products/monte-carlo/reviews) [ ![PagerDuty](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "PagerDuty") PagerDuty 4.5/5(972) ](https://www.g2.com/products/pagerduty/reviews) [ View All Alternatives ](https://www.g2.com/products/astro-by-astronomer/competitors/alternatives) ##### Categories on G2 [AI Orchestration](https://www.g2.com/categories/ai-orchestration)[Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms)[DataOps Platforms](https://www.g2.com/categories/dataops-platforms) [AI Orchestration](https://www.g2.com/categories/ai-orchestration)[Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms)[DataOps Platforms](https://www.g2.com/categories/dataops-platforms)[Workload Automation](https://www.g2.com/categories/workload-automation)[Data Observability](https://www.g2.com/categories/data-observability)[Data Fabric](https://www.g2.com/categories/data-fabric) [Show MoreShow Less](javascript:void(0);) ##### Explore More [Digital Marketing Services in London](https://www.g2.com/categories/digital-marketing/locations/greater-london-england-gb)[What are the highest rated financial aid software platforms for eliminating manual calculations and ensuring fair, consistent aid decisions?](https://www.g2.com/discussions/what-are-the-highest-rated-financial-aid-software-platforms-for-eliminating-manual-calculations-and-ensuring-fair-consistent-aid-decisions)[What is the best PDF editor for document collaboration?](https://www.g2.com/discussions/what-is-the-best-pdf-editor-for-document-collaboration) [Which terminal emulator is highest rated for mainframe system administration and support?](https://www.g2.com/discussions/which-terminal-emulator-is-highest-rated-for-mainframe-system-administration-and-support)[Which video content creation platform offers the best editing features?](https://www.g2.com/discussions/which-video-content-creation-platform-offers-the-best-editing-features)[Pros and Cons Details](https://www.g2.com/products/astro-by-astronomer/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)