--- 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: '2026-08-04' parent_category: name: Cloud Data Integration url: https://www.g2.com/categories/cloud-data-integration --- # Astro by Astronomer Reviews **Vendor:** Astronomer **Category:** [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms) **Average Rating:** 4.5/5.0 **Total Reviews:** 136 ## About Astro by Astronomer 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. ## Astro by Astronomer Pros & Cons **What users like:** - Users highlight the **ease of use** of Astro, with intuitive UI and seamless Slack integration for monitoring. (25 reviews) - Users appreciate the **efficiency improvement** of Astro, enhancing workflow management and saving valuable time. (14 reviews) - Users appreciate the **intuitive user interface** of Astro, simplifying complex workflows and enhancing team collaboration. (13 reviews) - Users love the **automation capabilities** of Astro by Astronomer, enhancing efficiency in data orchestration and monitoring. (11 reviews) - Users value the **deployment ease** of Astro by Astronomer, streamlining Airflow and ensuring reliable data pipeline management. (10 reviews) - Reliability (10 reviews) - Features (9 reviews) - Scalability (9 reviews) - Users commend the **responsive customer support** from Astro, enhancing their Airflow management experience significantly. (8 reviews) - Easy Integrations (8 reviews) **What users dislike:** - Users express concerns over Astro by Astronomer's **high pricing** and lack of transparency, particularly for smaller teams. (8 reviews) - Users report a **steep learning curve** for new team members, requiring significant time for adaptation and training. (8 reviews) - Users struggle with a **steep learning curve** , making adaptation and training for Astro challenging for new team members. (6 reviews) - Users often find a **steep learning curve** with Astro, requiring extra time for adaptation and training for new users. (5 reviews) - Users find the **limited customization** of Astro restrictive, especially compared to self-hosted Airflow options. (5 reviews) - Technical Issues (5 reviews) - UX Improvement (5 reviews) - Users often face **bugs and breaking changes** that disrupt workflows and complicate task management in Astro. (4 reviews) - Data Management (4 reviews) - Limited Features (4 reviews) ## Astro by Astronomer Discussions - [What is your experience with Astro by Astronomer for data orchestration, and what challenges have you faced?](https://www.g2.com/discussions/what-is-your-experience-with-astro-by-astronomer-for-data-orchestration-and-what-challenges-have-you-faced) - [What is Astro by Astronomer used for?](https://www.g2.com/discussions/what-is-astro-by-astronomer-used-for) - [View Astro by Astronomer pricing details and edition comparison](https://www.g2.com/products/astro-by-astronomer/reviews?page=8§ion=pricing&secure%5Bexpires_at%5D=2026-08-06+17%3A10%3A41+-0500&secure%5Bsession_id%5D=e2c260d8-60c6-4618-a2e2-b965232a4182&secure%5Btoken%5D=1f674b26e153c2be8b79ff4a8a38469a02299929f63a275c598d3ed913b44aba&format=llm_user) ## Astro by Astronomer Features **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Automation** - Workload Processing - Scalability - Intelligent Automation **Data Management** - Data Integration - Data Discovery - Multi - Platform - Metadata **Data Management** - Data Integration - Metadata - Self-service - Automated workflows **Functionality** - Real-time Analytics - Data quality monitoring - Automation - End to End visiblity **Agentic AI - DataOps Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making **Workflow Design & Integration - AI Orchestration** - Dependency Management - Workflow Coordination - Multi-Provider API Connectivity - Multi-Step Workflow Creation - Enterprise System Integration - Real-Time Data Pipelines **Administration** - Administration Console - Workflow Management - IT Issue Identification - Proactive Workflow - Error Alerts - Service Management **Analytics** - Data Analytics **Analytics** - Analytics capabilities - Dasboard visualizations **Management** - Anomaly identification - Single pane view - Real-time alerts - Data lineage - Integrations **Performance Optimization & Analytics - AI Orchestration** - Workflow Performance Dashboards - Workflow Reporting - Resource Utilization Monitoring - Computational Resource Management - Dynamic Scaling - Component Monitoring **Functionality** - Job Scheduling - API / Integrations - Integrations **Security** - Compliance - Governance - Data Protection **Monitoring and Management** - Data Observability - Testing capabilities **Generative AI** - AI Text Generation **Governance & Compliance Controls - AI Orchestration** - Regulatory Compliance - Governance Policy Enforcement - Role-Based Access Control - Audit Trail Management - Security Protocols **Cloud Deployment** - Hybrid cloud support - Cloud migration capabilities **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Data Observability** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Natural Language Interaction - Proactive Assistance **Agentic AI - Workload Automation** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - Data Fabric** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making ## Top Astro by Astronomer Alternatives - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,331 reviews) - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) - 4.3/5.0 (533 reviews) - [PagerDuty](https://www.g2.com/products/pagerduty/reviews) - 4.5/5.0 (950 reviews)