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Compare AWS Glue and Databricks Data Intelligence Platform

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At a Glance
AWS Glue
AWS Glue
Star Rating
(194)4.3 out of 5
Market Segments
Enterprise (47.3% of reviews)
Information
Entry-Level Pricing
No pricing available
Learn more about AWS Glue
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform
Star Rating
(608)4.6 out of 5
Market Segments
Enterprise (46.9% of reviews)
Information
Entry-Level Pricing
No pricing available
Free Trial is available
Learn more about Databricks Data Intelligence Platform
AI Generated Summary
AI-generated. Powered by real user reviews.
  • Users report that the Databricks Data Intelligence Platform excels in real-time analytics with a score of 9.1, while AWS Glue has a slightly lower score of 8.5 in the same category, indicating that Databricks may provide a more responsive experience for real-time data processing.
  • Reviewers mention that Databricks offers superior data integration capabilities with a score of 9.0 compared to AWS Glue's score of 8.9. This suggests that users may find it easier to connect and manage various data sources within Databricks.
  • G2 users highlight that AWS Glue has a more user-friendly ease of setup with a score of 8.6, compared to Databricks' score of 8.4. This could be a deciding factor for teams looking for a quicker implementation process.
  • Users on G2 report that Databricks shines in data governance features, particularly in data lineage with a score of 8.8, while AWS Glue also performs well but with a slightly lower score of 8.2. This indicates that Databricks may provide more robust tracking of data flow and transformations.
  • Reviewers mention that AWS Glue has a better score in auditing capabilities, both scoring 8.7, but users feel that Glue's features are more comprehensive for compliance and monitoring purposes.
  • Users say that Databricks offers a more flexible deployment model with a score of 8.9 for cloud support, while AWS Glue also scores well but lacks some of the advanced features that Databricks provides, making it potentially less adaptable for complex cloud environments.
Featured Products
Pricing
Entry-Level Pricing
AWS Glue
No pricing available
Databricks Data Intelligence Platform
No pricing available
Free Trial
AWS Glue
Free Trial is available
Databricks Data Intelligence Platform
Free Trial is available
Ratings
Meets Requirements
8.5
151
8.9
494
Ease of Use
8.4
154
8.8
503
Ease of Setup
8.6
69
8.7
376
Ease of Admin
8.3
64
8.3
162
Quality of Support
8.4
149
8.7
469
Has the product been a good partner in doing business?
8.8
64
8.8
165
Product Direction (% positive)
9.0
150
9.6
483
Features by Category
Machine Learning Data CatalogHide 21 FeaturesShow 21 Features
8.7
19
Not enough data
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
8.4
68
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
9.0
28
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
Not enough data
8.2
88
Administration
Not enough data
8.7
83
Not enough data
8.6
80
Not enough data
9.0
81
Not enough data
8.6
82
Management
Not enough data
8.4
75
Not enough data
8.6
74
Not enough data
8.6
74
Not enough data
8.4
74
Not enough data
8.7
74
Compliance
Not enough data
8.8
81
Not enough data
8.6
80
Not enough data
8.9
79
Not enough data
8.7
79
Security
Not enough data
9.0
72
Not enough data
8.9
74
Not enough data
8.8
74
Data Quality
Not enough data
8.9
81
Not enough data
8.7
80
Not enough data
9.0
78
Maintainence
Not enough data
8.8
73
Not enough data
8.8
72
Generative AI
Not enough data
8.5
71
Not enough data
8.5
70
Agentic AI - Data Governance
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
8.9
75
8.7
170
Management
8.7
61
8.6
161
8.7
56
8.5
155
Functionality
9.0
67
9.1
162
8.8
69
9.2
163
9.2
68
9.1
164
8.7
65
9.0
156
8.8
65
9.1
158
Not enough data
8.5
70
Deployment
Not enough data
8.9
61
Not enough data
8.9
62
Not enough data
8.9
62
Not enough data
8.9
62
Not enough data
8.9
62
Deployment
Not enough data
8.9
60
Not enough data
8.8
61
Not enough data
8.6
64
Not enough data
8.9
63
Not enough data
9.0
63
Management
Not enough data
8.9
59
Not enough data
8.8
61
Not enough data
9.2
57
Not enough data
9.0
65
Operations
Not enough data
8.7
60
Not enough data
8.8
59
Not enough data
9.0
60
Management
Not enough data
8.8
59
Not enough data
8.7
58
Not enough data
9.1
57
Generative AI
Not enough data
8.3
26
Not enough data
8.3
26
Data Science and Machine Learning PlatformsHide 34 FeaturesShow 34 Features
Not enough data
8.3
195
System
Not enough data
8.8
168
Not enough data
8.7
163
Not enough data
8.1
164
Model Development
Not enough data
8.7
171
Not enough data
7.9
177
Not enough data
8.3
174
Not enough data
8.6
176
Model Development
Not enough data
8.4
162
Not enough data
8.7
166
Not enough data
8.5
164
Machine/Deep Learning Services
Not enough data
8.1
163
Not enough data
8.5
168
Not enough data
8.2
160
Not enough data
8.2
162
Machine/Deep Learning Services
Not enough data
8.2
151
Not enough data
8.4
149
Not enough data
8.4
149
Not enough data
8.5
151
Deployment
Not enough data
8.5
166
Not enough data
8.7
169
Not enough data
9.0
173
Deployment
Not enough data
8.5
156
Not enough data
8.7
162
Not enough data
8.8
160
Generative AI
Not enough data
8.3
80
Not enough data
8.5
80
Not enough data
7.6
79
Agentic AI - Data Science and Machine Learning Platforms
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
9.1
22
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
Not enough data
8.6
180
Data Management
Not enough data
9.0
171
|
Verified
Not enough data
8.9
170
|
Verified
Not enough data
8.8
165
|
Verified
Not enough data
8.7
168
|
Verified
Not enough data
8.6
158
|
Verified
Not enough data
9.0
160
|
Verified
Integration
Not enough data
8.8
156
|
Verified
Not enough data
8.8
156
|
Verified
Not enough data
9.0
164
|
Verified
Deployment
Not enough data
7.8
145
|
Verified
Not enough data
9.1
166
|
Verified
Performance
Not enough data
9.1
166
|
Verified
Security
Not enough data
8.8
157
|
Verified
Not enough data
8.9
158
|
Verified
Generative AI
Not enough data
8.5
68
Not enough data
8.4
67
Not enough data
8.6
63
Data Management
Not enough data
9.0
60
Not enough data
8.6
59
Not enough data
8.7
60
Not enough data
9.1
57
Agentic AI - DataOps Platforms
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
Analytics
Not enough data
8.9
58
Not enough data
8.5
57
Monitoring and Management
Not enough data
8.6
58
Not enough data
8.4
58
Cloud Deployment
Not enough data
9.1
54
Not enough data
9.0
55
Generative AI
Not enough data
8.9
29
Not enough data
9.0
29
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
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
Big Data Processing and DistributionHide 10 FeaturesShow 10 Features
Not enough data
8.8
221
Database
Not enough data
8.7
202
Not enough data
8.9
208
Not enough data
9.3
209
Integrations
Not enough data
8.2
191
Not enough data
9.2
211
Platform
Not enough data
9.0
204
Not enough data
8.8
207
Not enough data
9.2
211
Processing
Not enough data
9.0
204
Not enough data
9.0
203
Not enough data
8.7
232
Data Transformation
Not enough data
8.8
210
Not enough data
9.0
217
Connectivity
Not enough data
8.6
193
Not enough data
9.2
216
Not enough data
9.0
208
Not enough data
9.2
216
Operations
Not enough data
8.4
214
Not enough data
8.8
209
Not enough data
8.6
198
Not enough data
8.6
196
Not enough data
9.3
211
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
AWS Glue
AWS Glue
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform
AWS Glue and Databricks Data Intelligence Platform are categorized as ETL Tools
Reviews
Reviewers' Company Size
AWS Glue
AWS Glue
Small-Business(50 or fewer emp.)
23.7%
Mid-Market(51-1000 emp.)
29.0%
Enterprise(> 1000 emp.)
47.3%
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform
Small-Business(50 or fewer emp.)
16.3%
Mid-Market(51-1000 emp.)
36.8%
Enterprise(> 1000 emp.)
46.9%
Reviewers' Industry
AWS Glue
AWS Glue
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%
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform
Information Technology and Services
14.6%
Financial Services
11.8%
Computer Software
7.7%
Consulting
4.0%
Hospital & Health Care
3.9%
Other
58.0%
Most Helpful Reviews
AWS Glue
AWS Glue
Most Helpful Favorable Review
SG
Shubham G.
Verified User in Hospital & Health Care

They are upgrading the things and making it more suitable.

Most Helpful Critical Review
Sonali A.
SA
Sonali A.
Verified User in Information Services

AWS Glue is not user friendly,the transformation components that we have are not useful in different scenarios and we need to use custom transformation for everything,including even very basic operations.

Databricks Data Intelligence Platform
Databricks Data Intelligence Platform
Most Helpful Favorable Review
AZ
Alihan Z.
Verified User in Telecommunications

A great experience that combines ML-Runtimes - MLFlow and Spark. The ability to use Python, and SQL seamlessly in one platform. Since databricks notebooks can be saved as python scripts in the background it is amazing to have both notebook and script...

Most Helpful Critical Review
Verified User
G
Verified User in Airlines/Aviation

Too many customizations are needed to achieve the right mix of parameterization for optimal performance. On the other hand, snowflake provides lots of features out of the box without the developer worrying about these things.

Alternatives
AWS Glue
AWS Glue Alternatives
Fivetran
Fivetran
Add Fivetran
Hevo Data
Hevo Data
Add Hevo Data
Alteryx
Alteryx
Add Alteryx
Snowflake
Snowflake
Add Snowflake
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform Alternatives
Snowflake
Snowflake
Add Snowflake
Teradata Vantage
Teradata Vantage
Add Teradata Vantage
Google Cloud BigQuery
Google Cloud BigQuery
Add Google Cloud BigQuery
Qubole
Qubole
Add Qubole
Discussions
AWS Glue
AWS Glue Discussions
What does AWS Glue do?
2 comments
Saurabh G.
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
Mohammed R.
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
Rohit V.
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
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform Discussions
What is Lakehouse in Databricks?
4 comments
Bhupendra R.
BR
Lakehouse is a new and open data management architecture solution that combines the best features of the data lake and warehouse.Read more
What are the features of Databricks?
3 comments
Shubham A.
SA
It supports large amount of data with capability to write code in SQL, Spark, Python and R. In the backend, it stored the data in the parquet file which...Read more
What is Databricks unified analytics platform?
3 comments
CA
Databricks' Unified Data Analytics Platform helps organizations accelerate innovation by unifying data science with engineering and business. With Databricks...Read more