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Compare AWS Glue and Google Cloud Data Catalog 
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At a Glance
Market Segments
Enterprise (47.3% of reviews)
Small-Business (48.0% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
AWS Glue
Star Rating
(194)4.3 out of 5
Market Segments
Enterprise (47.3% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about AWS GlueGoogle Cloud Data Catalog
Star Rating
(28)4.4 out of 5
Market Segments
Small-Business (48.0% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about Google Cloud Data CatalogSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that AWS Glue excels in Data Transformation with a score of 8.8, while Google Cloud Data Catalog shines in Data Modeling with a score of 9.1. Reviewers mention that AWS Glue's transformation capabilities are robust, allowing for complex ETL processes, whereas Google Cloud Data Catalog's modeling features provide a more intuitive interface for data architects.
- Reviewers mention that AWS Glue has a strong focus on Data Security, scoring 9.1, which includes features like Data Encryption and comprehensive Access Control. In contrast, Google Cloud Data Catalog, while also secure, scores slightly lower at 8.7 for Security and Compliance, indicating that AWS Glue may offer more stringent security measures.
- Users on G2 highlight that AWS Glue's Real-Time Analytics capabilities score 9.1, making it a preferred choice for businesses needing immediate insights. Google Cloud Data Catalog, however, does not emphasize real-time analytics as strongly, which may be a drawback for users requiring instant data processing.
- Reviewers say that Google Cloud Data Catalog outperforms AWS Glue in Machine Learning Recommendations, scoring 9.2 compared to AWS Glue's 8.2. Users report that the AI-driven features in Google Cloud Data Catalog provide valuable insights and suggestions, enhancing the overall data management experience.
- G2 users mention that AWS Glue's Quality of Support is rated at 8.4, while Google Cloud Data Catalog stands out with a score of 9.2. Reviewers say that Google Cloud's support team is responsive and helpful, which can be crucial for businesses that rely on timely assistance.
- Users report that AWS Glue's Dynamic Data Masking feature scores 8.8, providing effective data protection, while Google Cloud Data Catalog scores slightly lower at 8.3. Reviewers mention that AWS Glue's masking capabilities are particularly beneficial for organizations handling sensitive information, making it a strong contender in data governance.
Pricing
Entry-Level Pricing
AWS Glue
No pricing availableGoogle Cloud Data Catalog
No pricing availableFree Trial
AWS Glue
Free Trial is available
Google Cloud Data Catalog
No trial information availableRatings
Meets Requirements
8.5
151
8.8
15
Ease of Use
8.4
154
8.7
15
Ease of Setup
8.6
69
8.1
8
Ease of Admin
8.3
64
8.3
7
Quality of Support
8.4
149
9.2
13
Has the product been a good partner in doing business?
8.8
64
9.0
8
Product Direction (% positive)
9.0
150
8.1
12
Features by Category
Data Governance
8.5
16
7.8
12
8.8
14
8.3
10
8.7
14
7.8
12
Data Preparation
8.2
17
8.9
12
8.9
15
8.7
10
8.9
16
9.1
9
8.8
18
9.1
9
Collaboration
8.2
16
8.7
10
9.0
16
8.9
12
8.9
16
8.5
9
8.6
18
9.1
11
Artificial Intelligence
Feature Not Available
9.2
8
Feature Not Available
9.4
8
Feature Not Available
8.8
10
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Machine Learning Data Catalog
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 Source Access
8.5
60
Not enough data
8.4
59
Not enough data
8.5
56
Not enough data
Data Interaction
8.3
56
Not enough data
8.5
60
Not enough data
8.3
60
Not enough data
8.8
60
Not enough data
8.6
54
Not enough data
8.9
59
Not enough data
8.6
56
Not enough data
8.2
57
Not enough data
Data Exporting
8.5
57
Not enough data
8.2
58
Not enough data
8.3
60
Not enough data
Generative AI
6.9
8
Not enough data
Administration
9.1
23
Not enough data
9.0
23
Not enough data
9.1
25
Not enough data
Federation
9.1
24
Not enough data
9.2
23
Not enough data
8.9
22
Not enough data
8.9
22
Not enough data
Transformation
8.7
24
Not enough data
9.1
23
Not enough data
8.6
24
Not enough data
Management
8.7
61
Not enough data
8.7
56
Not enough data
Functionality
9.0
67
Not enough data
8.8
69
Not enough data
9.2
68
Not enough data
8.7
65
Not enough data
8.8
65
Not enough data
Management
9.1
18
Not enough data
9.0
19
Not enough data
9.1
18
Not enough data
9.1
17
Not enough data
Solution Provision
9.0
16
Not enough data
8.8
15
Not enough data
8.9
16
Not enough data
Agentic AI - AWS Marketplace
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Management
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
Reporting
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Security
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
AWS Glue and Google Cloud Data Catalog are categorized as Machine Learning Data Catalog
Unique Categories
AWS Glue is categorized as AWS Marketplace, Data Replication, Data Virtualization, Data Preparation, Big Data Integration Platforms, and ETL Tools
Google Cloud Data Catalog has no unique categories
Reviews
Reviewers' Company Size
AWS Glue
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Google Cloud Data Catalog
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
17.7%
Computer Software
14.5%
Financial Services
6.5%
Hospital & Health Care
5.4%
Computer & Network Security
4.3%
Other
51.6%
Computer Software
20.0%
Retail
12.0%
Information Technology and Services
12.0%
Hospital & Health Care
12.0%
Computer & Network Security
8.0%
Other
36.0%
Discussions
What does AWS Glue do?
2 Comments
SG
AWS Glue helps you build a data pipeline which can be used for data visualization or storing the data after transforming it in glue using pyspark.
it can...Read more
What are the main components of AWS Glue?
2 Comments
MR
AWS Glue is a fully managed ETL (Extract, Transform, Load) service that simplifies the process of preparing and loading data for analytics. Its...Read more
What are the features of glue?
1 Comment
RV
AWS Glue is a fully managed extract, transform, and load (ETL) service offered by Amazon Web Services.
Features of AWS glue are
1.Data Catalog: AWS Glue...Read more
Google Cloud Data Catalog has no discussions with answers
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