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Compare Astro by Astronomer and Prefect 
Featured Products
At a Glance
Market Segments
Mid-Market (48.1% of reviews)
Small-Business (42.3% of reviews)
Entry-Level Pricing
No pricing available
Pay As You Go Per Month
Astro by Astronomer
Star Rating
(136)4.5 out of 5
Market Segments
Mid-Market (48.1% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Free Trial is available
Learn more about Astro by AstronomerPrefect
Star Rating
(124)4.5 out of 5
Market Segments
Small-Business (42.3% of reviews)
Pros & Cons
Entry-Level Pricing
Pay As You Go Per Month
Browse all 2 pricing plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that Astro by Astronomer excels in user experience, particularly with its seamless integration with Slack for monitoring. Users appreciate how easy it is to track DAG status and receive alerts, which enhances their workflow management.
- According to verified reviews, Astro by Astronomer is praised for its reliability and scalability, with users noting that it significantly reduces the need for a dedicated DevOps team member. This allows teams to focus more on development rather than infrastructure management.
- Users say that Prefect stands out for its cost-effectiveness and ease of use, especially for beginners. Many find it straightforward to set up flows and appreciate the UI benefits for orchestration, making it accessible even for those with limited technical knowledge.
- Reviewers mention that while Astro by Astronomer has a higher overall satisfaction score, Prefect's recent updates have made developing flows much more intuitive compared to earlier versions. This improvement has been well-received by users who value a smoother development experience.
- G2 reviewers highlight that Astro by Astronomer offers robust built-in observability features, which enhance developer productivity. Users find that it simplifies monitoring and upgrades, making it a strong choice for teams looking to streamline their data workflows.
- According to user feedback, while both products have similar star ratings, Astro by Astronomer benefits from a larger volume of recent reviews, indicating a more consistent user experience. This suggests that potential buyers may find more up-to-date insights when considering Astro over Prefect.
Pricing
Entry-Level Pricing
Astro by Astronomer
No pricing availablePrefect
Prefect Cloud
Pay As You Go
Per Month
Prefer the open source Prefect framework with Prefect Cloud to power up your dataflows. Let us take care of the orchestration and enable collaboration, teams, security controls and more.
- Managed orchestration-as-a-service
- Collaboration Tools
- Enhanced UI
Free Trial
Astro by Astronomer
Free Trial is available
Prefect
Free Trial is available
Ratings
Meets Requirements
8.9
106
9.0
116
Ease of Use
9.0
109
8.4
118
Ease of Setup
8.7
73
8.1
42
Ease of Admin
8.8
57
8.8
39
Quality of Support
8.9
98
8.6
93
Has the product been a good partner in doing business?
9.0
57
8.9
32
Product Direction (% positive)
9.0
103
9.4
120
Features by Category
Automation
9.0
70
8.8
105
8.9
70
8.7
106
7.9
54
7.9
103
Administration
8.4
66
8.1
106
8.8
67
8.7
106
8.2
64
7.8
104
8.1
60
8.2
101
8.2
64
7.8
103
8.5
62
8.1
103
Functionality
9.0
66
9.1
105
8.5
65
8.4
104
8.5
65
8.2
103
Agentic AI - Workload Automation
7.3
17
Not enough data
7.5
17
Not enough data
7.7
17
Not enough data
7.6
17
Not enough data
6.9
17
Not enough data
6.9
17
Not enough data
6.9
17
Not enough data
Functionality
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data Management
8.5
17
Not enough data
7.5
14
Not enough data
8.1
16
Not enough data
7.6
15
Not enough data
Analytics
7.3
15
Not enough data
Security
7.7
14
Not enough data
8.0
14
Not enough data
8.0
14
Not enough data
Generative AI
5.0
11
Not enough data
5.3
11
Not enough data
Agentic AI - Data Fabric
6.5
9
Not enough data
6.5
10
Not enough data
6.5
10
Not enough data
6.0
10
Not enough data
6.2
10
Not enough data
Data Management
8.5
35
Not enough data
8.2
33
Not enough data
8.5
34
Not enough data
8.6
36
Not enough data
Agentic AI - DataOps Platforms
6.2
11
Not enough data
5.9
11
Not enough data
6.8
11
Not enough data
6.2
11
Not enough data
5.8
11
Not enough data
Analytics
7.5
34
Not enough data
7.3
34
Not enough data
Monitoring and Management
8.2
34
Not enough data
8.0
33
Not enough data
Cloud Deployment
8.7
32
Not enough data
8.4
31
Not enough data
Generative AI
6.7
21
Not enough data
6.7
22
Not enough data
Functionality
8.3
11
Not enough data
7.4
11
Not enough data
8.1
9
Not enough data
7.8
10
Not enough data
Management
7.7
10
Not enough data
7.6
9
Not enough data
8.2
10
Not enough data
7.3
10
Not enough data
7.5
10
Not enough data
Generative AI
5.7
9
Not enough data
Agentic AI - Data Observability
6.1
9
Not enough data
6.5
8
Not enough data
7.6
9
Not enough data
6.7
8
Not enough data
7.7
8
Not enough data
Database
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Integrations
Not enough data
Not enough data
Not enough data
Not enough data
Platform
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Processing
Not enough data
Not enough data
Not enough data
Not enough data
Building Reports
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Platform
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
Astro by Astronomer and Prefect are categorized as DataOps Platforms and Workload Automation
Unique Categories
Astro by Astronomer is categorized as Data Fabric, Big Data Integration Platforms, and Data Observability
Prefect is categorized as Batch Management, Container Orchestration, and Big Data Processing and Distribution
Reviews
Reviewers' Company Size
Astro by Astronomer
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Prefect
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Information Technology and Services
15.8%
Financial Services
12.8%
Computer Software
11.3%
Online Media
6.0%
Retail
5.3%
Other
48.9%
Information Technology and Services
14.6%
Computer Software
13.8%
Financial Services
11.4%
Insurance
5.7%
Health, Wellness and Fitness
4.9%
Other
49.6%
Alternatives
Discussions
Astro by Astronomer has no discussions with answers
What is Prefect used for?
1 Comment
CR
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines. With Prefect, control and observe: 1. What...Read more
Prefect has no more discussions with answers
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