--- 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) ![Renan C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Renan C.") RC Renan C. Analista de Supply Chain Enterprise (\> 1000 emp.) 9/29/2025 Business partner of the seller or seller's competitor, not included in G2 scores. "Ease in process automation" 4.5/5 What do you like best about Astro by Astronomer? It is a fully managed service that eliminates the need to manage infrastructure, providing significant improvements in the performance and execution speed of pipelines. This allows for a greater focus on business logic, without the concern of managing infrastructure. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? The learning curve can be a bit steep for beginners, requiring some time to adapt until they feel comfortable using the tool. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Process automation. With Astronomer, I can create ETLs, alert systems, execute machine learning models, and meet other business needs as if they were jobs. This allows me to focus my attention on other activities. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite on behalf of sellerAI Translated ![Akash J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akash J.") AJ Akash J. Principal AI Software Architect Mid-Market (51-1000 emp.) 10/1/2025 "Astronomer review rom DS/DE" 4.5/5 What do you like best about Astro by Astronomer? Astronomer has been easy to use and removes the burden of managing complex dependencies. We completed a hosted migration with their team, and they were extremely supportive throughout the process. We’ve relied on it for our mission-critical data engineering and data science pipelines and it has run reliably without issues. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? It is a very good product. There is not much to dislike about it. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? - Solving dependecy management for Airflow - Hassle-free hosting of big data pipelines on GCP using dbt - Integration with Slack for error alerting Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Just R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Just R.") JR Just R. 10/14/2025 "Efficient DAG Monitoring, Needs Improved Stability" 4.5/5 What do you like best about Astro by Astronomer? I find Astro by Astronomer easy and fast for identifying tags in Airflow. The filter feature allows me to search for DAGs across different environments efficiently. I appreciate the overall experience with its simple UI, and how it helps me switch deployments and find everything I need easily. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? Sometimes the filters don't really work, maybe because there's so much data, and they crash. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? I find the product makes identifying and filtering DAGs in Airflow easier and faster across different environments. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Consumer Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Consumer Services") UC Verified User in Consumer Services Enterprise (\> 1000 emp.) 10/15/2025 "Seamless Data Orchestration Flow" 5/5 What do you like best about Astro by Astronomer? What I like best about Astro by Astronomer is how it simplifies and standardizes Airflow deployments, giving teams reliable pipelines, observability, and CI/CD integration out of the box — it turns Airflow into a truly production-ready data platform. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? What I dislike about Astro by Astronomer is that it can feel too opinionated and dependent on Astronomer’s ecosystem, which limits flexibility for custom Airflow setups — plus, pricing and vendor lock-in can be concerns for smaller teams or self-hosted environments. 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 deployment and monitoring issues in Airflow, making pipelines more stable, scalable, and easy to manage, which lets me focus on building data workflows instead of maintaining infrastructure. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Devesh A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Devesh A.") DA Devesh A. Applied Science 9/29/2025 "User-Friendly Tool for Automating Data Pipelines" 3.5/5 What do you like best about Astro by Astronomer? I appreciate that Astro by Astronomer automates data pipelines end-to-end, from extracting and transforming data to loading it into data warehouses and lakes. The software is user-friendly and abstracts the infrastructure setup, scaling, and sometimes even maintenance, making it easier to handle complex tasks without much hassle. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? I would like to see some forward deployed engineers to improve the service experience. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? I use the product to automate data pipelines, easing infrastructure setup and scaling, which makes it user-friendly and efficient. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Leisure, Travel & Tourism](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Leisure, Travel & Tourism") UL Verified User in Leisure, Travel & Tourism Mid-Market (51-1000 emp.) 10/6/2025 "It is very simple and effective." 4/5 What do you like best about Astro by Astronomer? It saves time, runs tasks on schedule, and shows clear workflows. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? It can be hard to set up and needs some coding knowledge and operator Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Astro by Astronomer helps solve problems with managing and scheduling data workflows. It makes it easy to build, monitor, and fix data pipelines. This saves time, reduces errors, and lets me focus more on analyzing data instead of managing systems Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Leisure, Travel & Tourism](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Leisure, Travel & Tourism") CL Verified User in Leisure, Travel & Tourism Enterprise (\> 1000 emp.) 10/27/2025 "Effortless Scheduling with Flexible Configurations" 3/5 What do you like best about Astro by Astronomer? It's easy to schedule tasks using different configurations. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? There is no filtering by logical date or user. This makes it challenging to determine both when and who ran the DAG. The issue becomes even more noticeable when adjusting the display from 50 to 100 runs. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? Scheduling complex workflows Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Law Practice](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Law Practice") AL Verified User in Law Practice Mid-Market (51-1000 emp.) 10/17/2025 "Astro Simplifies DevOps, Reducing Team Needs" 4/5 What do you like best about Astro by Astronomer? Astro reduces the necessity for a dedicated DevOps team member. Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? Some of the tasks provided by Astro have more limited capabilities compared to Airflow, and in certain areas, such as alerts, they are not as effective. Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? We use Airflow as our orchestrator, which allows us to monitor the progress of our pipelines. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Public Relations and Communications](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Public Relations and Communications") UP Verified User in Public Relations and Communications Small-Business (50 or fewer emp.) 9/29/2025 "Very pleasant and easy going" 4.5/5 What do you like best about Astro by Astronomer? Management of the deployments and in general the documentation Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? The DAGs view from the Astro website. I prefer to jump directly into the Airflow deployment to find the DAGs that I want Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? It allows to manage our Airflow deployments easily and also the documentation is really good. Additionally, I love the setup for testing it locally. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller ![Verified User in Education Management](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Education Management") IE Verified User in Education Management Mid-Market (51-1000 emp.) 9/29/2025 "good design, easy to use" 4/5 What do you like best about Astro by Astronomer? I think the UI UX is well designed for someone new to understand the product quickly and use it seamlessly Review collected by and hosted on G2.com. What do you dislike about Astro by Astronomer? When too many jobs are done on a single day at similar times the astronomer may crash Review collected by and hosted on G2.com. What problems is Astro by Astronomer solving and how is that benefiting you? The basic airflow functionality 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(1,365) [ 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(1,365) ](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 [Highly rated voice recognition services for call centers](https://www.g2.com/discussions/highly-rated-voice-recognition-service-for-call-centers)[Attentive vs Klaviyo vs Postscript: which SMS platform is actually worth it for a DTC brand doing over $5M in revenue?](https://www.g2.com/discussions/attentive-vs-klaviyo-vs-postscript-which-sms-platform-is-actually-worth-it-for-a-dtc-brand-doing-over-5m-in-revenue)[Which aviation compliance monitoring platforms automate safety and compliance tracking across airline operations?](https://www.g2.com/discussions/which-aviation-compliance-monitoring-platforms-automate-safety-and-compliance-tracking-across-airline-operations) [What's the top app for managing corporate travel](https://www.g2.com/discussions/what-s-the-top-app-for-managing-corporate-travel)[What K-12 student information systems have the best reviews from private school administrators?](https://www.g2.com/discussions/what-k-12-student-information-systems-have-the-best-reviews-from-private-school-administrators)[Pros and Cons Details](https://www.g2.com/products/astro-by-astronomer/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)