Introducing G2.ai, the future of software buying.Try now
Compare AWS Glue and Tray.ai 
Featured Products
Sponsored
You’re seeing this ad based on the product’s relevance to this page. Sponsored content does not receive preferential treatment in any of G2’s ratings.
Omatic Software
Visit Website
Sponsored
You’re seeing this ad based on the product’s relevance to this page. Sponsored content does not receive preferential treatment in any of G2’s ratings.
Alteryx
Visit Website
Sponsored
You’re seeing this ad based on the product’s relevance to this page. Sponsored content does not receive preferential treatment in any of G2’s ratings.
Kpow for Apache Kafka®
Visit Website
At a Glance
Market Segments
Enterprise (47.3% of reviews)
Mid-Market (54.6% of reviews)
Entry-Level Pricing
No pricing available
Contact Us Per Month
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 GlueTray.ai
Star Rating
(157)4.5 out of 5
Market Segments
Mid-Market (54.6% of reviews)
Pros & Cons
Entry-Level Pricing
Contact Us Per Month
Browse all 2 pricing plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Tray.ai excels in "Real-Time Integration" with a score of 9.3, making it a preferred choice for businesses needing immediate data processing. In contrast, AWS Glue's score of 6.7 indicates it may not meet the same level of immediacy, which could be a drawback for users requiring timely data updates.
- Reviewers mention that Tray.ai's "Integration" capabilities shine with a score of 9.5, highlighting its extensive ability to connect with various data sources seamlessly. AWS Glue, while strong, has a lower score in this area, suggesting it may not offer the same breadth of integrations.
- G2 users appreciate Tray.ai's "Automation" features, scoring 9.5, which allows for streamlined workflows and reduced manual intervention. In comparison, AWS Glue's score of 8.7 indicates it may not provide the same level of automation, potentially leading to more manual processes for users.
- Users on G2 report that Tray.ai's "Data Quality and Cleansing" features are robust, with a score of 8.9, ensuring that the data processed is accurate and reliable. AWS Glue, while still effective, has a slightly lower score in this area, which may concern users focused on data integrity.
- Reviewers mention that Tray.ai's "User Access Management" is rated at 8.5, providing a solid framework for managing user permissions effectively. AWS Glue does not have a comparable score listed, which could raise questions about its user management capabilities.
- Users say that Tray.ai's "Documentation" is rated at 8.4, which is helpful for onboarding and troubleshooting. In contrast, AWS Glue's documentation score is lower, suggesting that users may face challenges in finding the necessary support and guidance.
Pricing
Entry-Level Pricing
AWS Glue
No pricing availableTray.ai
Tray.io Embedded
Contact Us
Per Month
Integrate at scale
- All of the benefits
- Multi-region support
- Advanced on-premise connectivity
Free Trial
AWS Glue
Free Trial is available
Tray.ai
Free Trial is available
Ratings
Meets Requirements
8.5
151
8.8
123
Ease of Use
8.4
154
8.2
122
Ease of Setup
8.6
69
8.4
74
Ease of Admin
8.3
64
8.9
71
Quality of Support
8.4
149
8.8
116
Has the product been a good partner in doing business?
8.8
64
9.0
69
Product Direction (% positive)
9.0
150
9.1
111
Features by Category
Data Governance
8.5
16
Not enough data
8.8
14
Not enough data
8.7
14
Not enough data
Data Preparation
8.2
17
Not enough data
8.9
15
Not enough data
8.9
16
Not enough data
8.8
18
Not enough data
Collaboration
8.2
16
Not enough data
9.0
16
Not enough data
8.9
16
Not enough data
8.6
18
Not enough data
Artificial Intelligence
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
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
Data
Not enough data
8.3
13
Not enough data
9.2
12
Not enough data
9.5
13
Not enough data
8.6
12
Analytics
Not enough data
8.6
7
Management
8.7
61
6.2
14
8.7
56
6.5
16
Functionality
9.0
67
8.6
21
8.8
69
8.6
22
9.2
68
8.4
20
8.7
65
9.5
22
8.8
65
8.6
22
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
Development
Not enough data
9.2
58
Not enough data
8.4
15
|
Verified
Not enough data
8.8
20
|
Verified
Not enough data
8.5
24
|
Verified
Not enough data
8.1
23
|
Verified
Not enough data
9.2
21
Not enough data
7.8
13
Management
Not enough data
8.0
21
|
Verified
Not enough data
8.7
18
|
Verified
Not enough data
8.1
22
|
Verified
Not enough data
8.2
23
|
Verified
Not enough data
7.8
15
Security
Not enough data
7.3
15
|
Verified
Not enough data
7.8
21
|
Verified
Not enough data
6.9
15
|
Verified
Integration Options
Not enough data
9.0
15
|
Verified
Not enough data
8.1
15
|
Verified
Not enough data
7.3
13
|
Verified
Not enough data
7.2
10
|
Verified
Deployment
Not enough data
7.0
11
Not enough data
8.7
15
Data
Not enough data
8.0
18
Development
Not enough data
8.8
18
Not enough data
8.7
17
Security
Not enough data
8.3
18
Not enough data
8.4
16
Management
Not enough data
8.1
18
Not enough data
9.0
14
Not enough data
9.0
16
Not enough data
8.1
8
Not enough data
7.7
8
Not enough data
7.9
7
Application Integration
Not enough data
8.0
5
Not enough data
8.0
10
Not enough data
8.9
9
Not enough data
8.5
9
Integrations
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Support
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
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
API Construction
Not enough data
8.5
35
Not enough data
8.1
26
Not enough data
8.8
31
Not enough data
8.7
35
API Management
Not enough data
7.4
22
Not enough data
7.2
30
Not enough data
7.8
29
Not enough data
7.6
17
Not enough data
8.2
21
Data Integration
Not enough data
8.8
35
Not enough data
8.6
31
Not enough data
8.7
26
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
AWS Glue and Tray.ai are categorized as ETL Tools
Unique Categories
AWS Glue is categorized as AWS Marketplace, Data Replication, Data Virtualization, Data Preparation, Machine Learning Data Catalog, and Big Data Integration Platforms
Tray.ai is categorized as Event Stream Processing, iPaaS, API Management, Unified APIs, and Embedded Integration Platforms
Reviews
Reviewers' Company Size
AWS Glue
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Tray.ai
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
30.9%
Information Technology and Services
15.8%
Marketing and Advertising
8.6%
Internet
4.6%
Education Management
3.3%
Other
36.8%
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
Support?
2 Comments
Official Response from Tray.ai
Absolutely. We like talking with you to help you get started, coach, or co-build your dream integration. We'll pick-up your call, web-chat, email or smoke...Read more
How much does Tray cost?
1 Comment
SB
We offer several pricing packages for the Tray Platform. The lowest tier is Professional starting at $1,000 per month (billed annually) which includes 3...Read more
Trial?
1 Comment
Official Response from Tray.ai
Absolutely. Just to tray.io to request a free trial.Read more
Hunting for software insights?
With over 3 million reviews, we can provide the specific details that help you make an informed software buying decision for your business. Finding the right product is important, let us help.
