Link copied to clipboard # Astro by Astronomer vs Prefect Comparison - What are their main differences? Share [ Export ](/compare/astro-by-astronomer/prefect/export.csv) Astro by AstronomerPrefect[+ Add Product](#) Pricing **Astro by Astronomer** Free Trial No pricing available **Prefect** Free Trial **Pay As You Go** Per Month · Prefect Cloud **Pricing Insights** from reviews Time to Implement **Astro by Astronomer** 2 months Based on 13 responses **Prefect** 2 months Based on 11 responses Return on Investment **Astro by Astronomer** 18 months Based on 8 responses **Prefect** 10 months8 months sooner Based on 8 responses Perceived Cost **Astro by Astronomer** $$$$$ **Prefect** $$$$$ Average Discount **Astro by Astronomer** 11% **Prefect** 16%5% more **Pros & Cons** from reviews **Astro by Astronomer** [ Ease of Use (25) ](https://www.g2.com/products/astro-by-astronomer/reviews?filters%5Bsentiment_snippet%5D=1810489&qs=pros-and-cons#reviews)[ Efficiency Improvement (14) ](https://www.g2.com/products/astro-by-astronomer/reviews?filters%5Bsentiment_snippet%5D=2297611&qs=pros-and-cons#reviews)[ Expensive (8) ](https://www.g2.com/products/astro-by-astronomer/reviews?filters%5Bsentiment_snippet%5D=2297227&qs=pros-and-cons#reviews)[ Learning Difficulty (8) ](https://www.g2.com/products/astro-by-astronomer/reviews?filters%5Bsentiment_snippet%5D=1810224&qs=pros-and-cons#reviews) **Prefect** [ Affordable (1) ](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1136476&qs=pros-and-cons#reviews)[ Cost Efficiency (1) ](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1136773&qs=pros-and-cons#reviews)[ Automation Limitations (1) ](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1136830&qs=pros-and-cons#reviews)[ Complex Learning (1) ](https://www.g2.com/products/prefect/reviews?filters%5Bsentiment_snippet%5D=1136494&qs=pros-and-cons#reviews) **Ratings** from reviews Meets Requirements **Astro by Astronomer** 8.9 8.9106 **Prefect** 9.0 9.0117 Ease of Use **Astro by Astronomer** 9.0 9.0109 **Prefect** 8.4 8.4119 Ease of Setup **Astro by Astronomer** 8.7 8.774 **Prefect** 8.1 8.143 Ease of Admin **Astro by Astronomer** 8.8 8.857 **Prefect** 8.8 8.839 Quality of Support **Astro by Astronomer** 8.9 8.998 **Prefect** 8.5 8.594 Has the product been a good partner in doing business? **Astro by Astronomer** 9.0 9.057 **Prefect** 8.9 8.932 Product Direction (% positive) **Astro by Astronomer** 9.0 9.0103 **Prefect** 9.4 9.4121 **Features** ratings from reviews Workload Automation 8.1 71 8.3 107 DataOps Platforms 7.7 40 Not enough data Data Fabric 8.8 20 Not enough data Data Observability 8.4 12 Not enough data User Insights Reviewers' Company Size [![Astro by Astronomer](https://images.g2crowd.com/uploads/product/hd_favicon/c95a972acef07e91413c37641dc4ca8c/astro-by-astronomer.svg "Astro by Astronomer")](https://www.g2.com/products/astro-by-astronomer/reviews) Astro by Astronomer Small-Business(50 or fewer emp.) 13.5% Mid-Market(51-1000 emp.) 48.1% Enterprise(\> 1000 emp.) 38.3% [![Prefect](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_88a438e43395e4b88feb9cc1440e46fc/prefect%282%29.png "Prefect")](https://www.g2.com/products/prefect/reviews) Prefect Small-Business(50 or fewer emp.) 42.7% Mid-Market(51-1000 emp.) 41.9% Enterprise(\> 1000 emp.) 15.3% Small-Business (50 or fewer emp.) 13.5% 42.7% Mid-Market (51-1000 emp.) 48.1% 41.9% Enterprise (\> 1000 emp.) 38.3% 15.3% Reviewers' Industry [![Astro by Astronomer](https://images.g2crowd.com/uploads/product/hd_favicon/c95a972acef07e91413c37641dc4ca8c/astro-by-astronomer.svg "Astro by Astronomer")](https://www.g2.com/products/astro-by-astronomer/reviews) Astro by Astronomer Information Technology and Services 15.8% Financial Services 12.8% Computer Software 11.3% Online Media 6.0% Retail 5.3% Other 48.9% [![Prefect](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_88a438e43395e4b88feb9cc1440e46fc/prefect%282%29.png "Prefect")](https://www.g2.com/products/prefect/reviews) Prefect Information Technology and Services 14.5% Computer Software 14.5% Financial Services 11.3% Insurance 5.6% Health, Wellness and Fitness 4.8% Other 49.2% FAQs ## Astro by Astronomer vs Prefect FAQs Generated using AI Last updated: August 15, 2026 ### What is the difference between Astro by Astronomer vs Prefect? Astro by Astronomer and Prefect both score 4.5/5 on G2, but Astro by Astronomer stands out for its ease of use and support, while Prefect is favored for meeting requirements and flexibility. | | [Astro by Astronomer](https://www.g2.com/products/astro-by-astronomer/reviews) | [Prefect](https://www.g2.com/products/prefect/reviews) | | --- | --- | --- | | G2 Rating (reviews) | 4.5/5 (136 reviews) | 4.5/5 (125 reviews) | | Largest Segment | Mid-Market | Small-Business | | Ease of Setup score | 8.7 | 8.1 | | Quality of Support score | 8.9 | 8.5 | | Top Reviewer-Cited Strength | Ease of Use (25 all-time mentions) | Meets Requirements (score: 9.0) | ### How do the pricing models of Astro by Astronomer and Prefect compare? Astro by Astronomer and Prefect are rated at parity for value, with no significant difference in reviewer satisfaction on price or cost. - **Astro by Astronomer:** In recent reviews, several reviewers mention that the pay-as-you-go option is reasonably priced, but some cite concerns about cost and pricing transparency, especially for small teams. - **Prefect:** Recent reviews highlight Prefect as a low-cost orchestration tool, with positive sentiment around affordability and cost efficiency. - **Switching reasons:** Reviewers have switched from Astro by Astronomer to other platforms like GCP Composer due to financial relief and available credits, but express intent to return once credits expire. ### What are the best alternatives to Astro by Astronomer and Prefect? The top three alternatives to Astro by Astronomer and Prefect are Databricks, Monte Carlo, and PagerDuty. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [Astro by Astronomer](https://www.g2.com/products/astro-by-astronomer/reviews) | 4.5/5 (136 reviews) | Mid-Market | Pricing can be high for small teams; pay-as-you-go option noted as reasonable | Ease of Use (25 all-time mentions) | | [Prefect](https://www.g2.com/products/prefect/reviews) | 4.5/5 (125 reviews) | Small-Business | Low-cost orchestration tool; positive sentiment on affordability | Meets Requirements (score: 9.0) | | [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366 reviews) | Enterprise | — | Scalability and advanced analytics capabilities | | [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) | 4.3/5 (536 reviews) | — | — | Data observability and reliability | | [PagerDuty](https://www.g2.com/products/pagerduty/reviews) | 4.5/5 (972 reviews) | Mid-Market | — | Incident response and alerting | ### Which Big Data Integration Platforms features should I prioritize when comparing Astro by Astronomer and Prefect? Buyers comparing Astro by Astronomer and Prefect should prioritize Ease of Use, Integrations, Quality of Support, Meets Requirements, and Ease of Setup. - **Ease of Use:** Astro by Astronomer scores 9.0 (25 all-time mentions); Prefect scores 8.4 (1 all-time mention). - **Integrations:** Astro by Astronomer has 8 all-time mentions; Prefect has 1 all-time mention. - **Quality of Support:** Astro by Astronomer scores 8.9; Prefect scores 8.5. - **Meets Requirements:** Astro by Astronomer scores 8.9; Prefect scores 9.0. - **Ease of Setup:** Astro by Astronomer scores 8.7; Prefect scores 8.1. ### What are the pros and cons of Astro by Astronomer vs Prefect? Astro by Astronomer is strongest for ease of use, while Prefect is strongest for meeting requirements and flexibility. - **Astro by Astronomer strengths:** Ease of Use (25 all-time mentions), Efficiency Improvement (14), User Interface (13), Automation (11), Deployment Ease (10), Reliability (10), Features (9), Scalability (9), Customer Support (8), Easy Integrations (8), Monitoring (7), Productivity Improvement (7), UX Design (7), Cloud Services (6), Orchestration (6). - **Astro by Astronomer trade-offs:** Expensive (8), Learning Difficulty (8), Learning Curve (6). - **Prefect strengths:** Meets Requirements (score: 9.0), Affordable, Cost Efficiency, Data Integration, Development Efficiency, Ease of Use, Easy Integrations, Features, Implementation Ease, Orchestration. - **Prefect trade-offs:** Automation Limitations, Complex Learning, Learning Curve, Limited Features, Maintenance Issues, Management Issues, Missing Features, Performance Issues, Platform Limitations, Poor Performance (all with 1 all-time mention each). ### Is Astro by Astronomer or Prefect better for small businesses? Prefect is the better fit for small businesses, as its largest reviewer segment is Small-Business and reviewers highlight affordability and ease of use for smaller teams. - **Astro by Astronomer:** Largest segment is Mid-Market; reviewers note the platform is user-friendly but cite pricing as a concern for small teams. - **Prefect:** Largest segment is Small-Business; reviewers consistently mention cost efficiency and suitability for smaller organizations. ### Which Big Data Integration Platforms platform has better integrations? Astro by Astronomer is favored for integrations, with more reviewer-cited mentions and a broader range of integration use cases. - **Astro by Astronomer:** Integrations and Easy Integrations are cited in 8 reviews each, with specific mentions of Slack, GitHub, and Bitbucket integrations. - **Prefect:** Integrations and Easy Integrations are each cited in 1 review, with recent mentions of Databricks and Snowflake integrations. ### How do Astro by Astronomer and Prefect compare on customer support? Astro by Astronomer and Prefect are rated within 0.4 points on Quality of Support, with Astro by Astronomer holding a slight edge at 8.9 versus Prefect's 8.5. - **Astro by Astronomer:** Reviewers frequently highlight responsive and knowledgeable support, with 8 all-time mentions of Customer Support and a Quality of Support score of 8.9. - **Prefect:** Reviewers describe helpful community support and responsive Slack channels, with a Quality of Support score of 8.5. ### Which is easier to implement, Astro by Astronomer or Prefect? Astro by Astronomer leads on Ease of Setup with a 0.6-point advantage (8.7 vs 8.1), and both products score equally on Ease of Admin (8.8). - **Astro by Astronomer:** Reviewers consistently describe setup as straightforward, with many citing the managed environment and documentation as key benefits. - **Prefect:** Reviewers note that setup is easy for Python users, but some mention a learning curve and the need for Python knowledge to get started. ### Which product has better Integrations? Astro by Astronomer has stronger reviewer support for Integrations, with more all-time mentions and broader cited use cases. - **Astro by Astronomer:** Integrations and Easy Integrations are each cited in 8 reviews; reviewers highlight Slack, GitHub, and Bitbucket integrations. - **Prefect:** Integrations and Easy Integrations are each cited in 1 review; reviewers mention Databricks and Snowflake integrations. Alternatives **Astro by Astronomer Alternatives** ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") [ Databricks ](/products/databricks/reviews) ![Monte Carlo](https://images.g2crowd.com/uploads/product/hd_favicon/4ee77be496500644e055bc774924d023/monte-carlo.svg "Monte Carlo") [ Monte Carlo ](/products/monte-carlo/reviews) ![PagerDuty](https://images.g2crowd.com/uploads/product/hd_favicon/d1d426a36640ab716bab27171994b964/pagerduty.svg "PagerDuty") [ PagerDuty ](/products/pagerduty/reviews) ![Hightouch](https://images.g2crowd.com/uploads/product/hd_favicon/4e0c9eac0b98e80958b8094955e8a4b7/hightouch.svg "Hightouch") [ Hightouch ](/products/hightouch/reviews) **Prefect Alternatives** ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") [ Databricks ](/products/databricks/reviews) ![PagerDuty](https://images.g2crowd.com/uploads/product/hd_favicon/d1d426a36640ab716bab27171994b964/pagerduty.svg "PagerDuty") [ PagerDuty ](/products/pagerduty/reviews) ![Hightouch](https://images.g2crowd.com/uploads/product/hd_favicon/4e0c9eac0b98e80958b8094955e8a4b7/hightouch.svg "Hightouch") [ Hightouch ](/products/hightouch/reviews) ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") [ Snowflake ](/products/snowflake/reviews)