Compare Alation and Databricks 
At a Glance
Market Segments
Enterprise (61.4% of reviews)
Enterprise (44.3% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Alation
Star Rating
(91)4.4 out of 5
Market Segments
Enterprise (61.4% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about AlationDatabricks
Star Rating
(759)4.6 out of 5
Market Segments
Enterprise (44.3% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about DatabricksSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that Databricks excels in providing a comprehensive data workflow solution, with features like Genie and Lakehouse Connect that streamline data processing, analysis, and machine learning all in one platform. Users appreciate how this integration reduces the need to switch between multiple tools.
- Users say that Alation offers a user-friendly interface that simplifies navigation, making it easy to find necessary information quickly. The built-in Composer and Analytics tools are highlighted as invaluable for supporting complex tasks, showcasing Alation's strength in usability.
- According to verified reviews, Databricks has a significant edge in implementation speed, with users noting a quick onboarding process that allows teams to start leveraging the platform's capabilities without extensive delays. This is particularly beneficial for enterprises looking to migrate efficiently.
- Reviewers mention that while Alation provides strong governance capabilities, some users feel that it lacks the depth of features found in Databricks, particularly in areas like data modeling and workflow management, where Databricks scores notably higher.
- Users appreciate Databricks' Unity Catalog, which has been described as a game-changer for centralized governance and fine-grained access control, enhancing data security and compliance across organizations. This feature is a standout for enterprises managing large datasets.
- G2 reviewers highlight that while Alation fosters a strong partnership approach to data governance, some users have expressed a desire for more advanced data preparation and unification features, areas where Databricks demonstrates superior performance and flexibility.
Pricing
Entry-Level Pricing
Alation
No pricing availableDatabricks
No pricing availableFree Trial
Alation
Free Trial is available
Databricks
Free Trial is available
Ratings
Meets Requirements
8.3
67
9.0
595
Ease of Use
8.3
71
8.9
611
Ease of Setup
8.1
49
8.7
484
Ease of Admin
8.5
41
8.4
185
Quality of Support
8.5
60
8.7
573
Has the product been a good partner in doing business?
8.8
44
8.9
189
Product Direction (% positive)
9.0
71
9.6
583
Features by Category
Reports
Not enough data
8.5
14
Not enough data
7.9
12
Not enough data
8.6
13
Not enough data
8.2
10
Not enough data
9.0
17
Data Preparation
Not enough data
9.0
7
Not enough data
9.0
8
Data Modeling and Blending
Not enough data
9.1
9
Not enough data
9.0
8
Not enough data
8.9
9
Generative AI
Not enough data
9.2
10
Not enough data
9.3
7
Agentic AI - Analytics Platforms
Not enough data
9.4
8
Not enough data
8.9
6
Not enough data
8.6
7
Not enough data
8.6
7
Not enough data
8.5
8
Not enough data
9.3
7
Not enough data
9.4
6
Self Service
Not enough data
7.9
11
Not enough data
7.9
11
Not enough data
8.6
12
Not enough data
8.2
13
Not enough data
8.5
13
Not enough data
8.3
10
Deployment & Integration - Analytics Platforms
Not enough data
8.3
8
Not enough data
9.3
9
Not enough data
8.8
7
Not enough data
9.3
7
Advanced Analytics
Not enough data
8.6
13
Not enough data
8.5
13
Not enough data
9.2
15
Performance & Scalability - Analytics Platforms
Not enough data
9.0
8
Not enough data
9.7
5
Advanced Analytics & Modeling - Analytics Platforms
Not enough data
9.1
9
Not enough data
8.7
9
Not enough data
8.8
7
Agentic AI Capabilities - Analytics Platforms
Not enough data
8.8
8
Not enough data
9.0
8
Not enough data
9.0
7
Not enough data
8.8
8
Personalized Intelligence - Analytics Platforms
Not enough data
9.3
7
Not enough data
8.1
9
Not enough data
8.5
8
Building Reports
Not enough data
9.0
160
Not enough data
8.7
151
Not enough data
7.7
127
Not enough data
8.4
151
Data Governance
7.8
25
Not enough data
7.6
25
Not enough data
7.2
24
Not enough data
Data Preparation
8.1
27
Not enough data
7.8
26
Not enough data
7.4
24
Not enough data
6.9
24
Not enough data
Collaboration
8.3
24
Not enough data
7.9
24
Not enough data
8.7
26
Not enough data
7.9
22
Not enough data
Artificial Intelligence
7.4
24
Not enough data
7.4
23
Not enough data
6.5
21
Not enough data
Generative AI
7.5
14
Not enough data
7.5
14
Not enough data
Agentic AI - Machine Learning Data Catalog
6.7
12
Not enough data
6.8
12
Not enough data
6.8
11
Not enough data
7.1
11
Not enough data
7.4
11
Not enough data
Administration
6.9
38
8.8
100
7.2
41
8.6
94
6.9
39
9.0
95
7.1
39
8.7
99
Management
8.2
39
8.5
88
8.4
40
8.6
87
6.8
38
8.7
89
6.9
39
8.5
88
7.3
38
8.8
87
Compliance
7.5
38
8.9
100
7.6
39
8.7
93
7.5
36
8.9
95
7.2
39
8.7
96
Security
7.5
36
9.0
89
7.6
36
8.9
87
7.6
37
8.8
87
Data Quality
6.8
36
9.0
95
Feature Not Available
8.7
94
7.3
37
9.0
94
Maintainence
7.2
35
8.7
86
7.2
34
8.8
85
Generative AI
6.4
29
8.4
83
6.5
29
8.5
82
Agentic AI - Data Governance
5.5
7
8.6
11
6.0
7
8.9
12
6.2
7
9.1
15
5.8
6
8.6
13
5.2
7
9.1
13
5.2
7
9.0
14
Management
Not enough data
8.6
174
Not enough data
8.5
166
Functionality
Not enough data
9.1
178
Not enough data
9.2
180
Not enough data
9.1
175
Not enough data
9.0
169
Not enough data
9.2
171
Deployment
Not enough data
8.9
65
Not enough data
8.9
64
Not enough data
8.9
66
Not enough data
8.9
66
Not enough data
9.0
68
Deployment
Not enough data
8.9
62
Not enough data
8.8
62
Not enough data
8.6
66
Not enough data
8.9
65
Not enough data
9.0
66
Management
Not enough data
9.0
64
Not enough data
8.9
66
Not enough data
9.2
61
Not enough data
9.0
69
Operations
Not enough data
8.7
62
Not enough data
8.8
62
Not enough data
9.0
63
Management
Not enough data
8.8
61
Not enough data
8.7
61
Not enough data
9.1
59
Generative AI
Not enough data
8.3
28
Not enough data
8.3
28
System
Not enough data
8.9
181
Model Development
Not enough data
8.8
186
Not enough data
8.0
189
Not enough data
8.3
187
Not enough data
8.7
192
Model Development
Not enough data
8.5
173
Machine/Deep Learning Services
Not enough data
8.2
175
Not enough data
8.5
181
Not enough data
8.3
173
Not enough data
8.2
173
Machine/Deep Learning Services
Not enough data
8.4
159
Not enough data
8.4
161
Deployment
Not enough data
8.5
180
Not enough data
8.7
181
Not enough data
9.0
189
Generative AI
Not enough data
8.2
87
Not enough data
8.4
88
Not enough data
7.6
87
Agentic AI - Data Science and Machine Learning Platforms
Not enough data
9.3
9
Not enough data
8.5
8
Not enough data
8.3
9
Not enough data
8.8
8
Not enough data
9.2
11
Not enough data
8.8
7
Not enough data
9.4
8
Data Management
Not enough data
9.1
187
|
Verified
Not enough data
8.9
182
|
Verified
Not enough data
8.9
183
|
Verified
Not enough data
8.8
182
|
Verified
Not enough data
8.7
169
|
Verified
Not enough data
9.1
174
|
Verified
Integration
Not enough data
8.8
170
|
Verified
Not enough data
8.8
169
|
Verified
Not enough data
9.1
178
|
Verified
Deployment
Not enough data
8.0
158
|
Verified
Not enough data
9.2
180
|
Verified
Performance
Not enough data
9.2
181
|
Verified
Security
Not enough data
8.9
172
|
Verified
Not enough data
8.9
170
|
Verified
Generative AI
Not enough data
8.5
78
Not enough data
8.4
77
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
Maintenance
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
Data Management
Not enough data
9.0
70
Not enough data
8.8
72
Not enough data
8.9
70
Not enough data
9.2
71
Agentic AI - DataOps Platforms
Not enough data
9.2
11
Not enough data
9.1
9
Not enough data
9.1
11
Not enough data
9.2
10
Not enough data
9.5
10
Analytics
Not enough data
8.9
69
Not enough data
8.6
69
Monitoring and Management
Not enough data
8.6
69
Not enough data
8.6
70
Cloud Deployment
Not enough data
9.0
65
Not enough data
9.0
66
Generative AI
Not enough data
9.0
38
Not enough data
8.9
38
Data management
8.3
24
Not enough data
7.4
24
Not enough data
8.3
24
Not enough data
8.0
22
Not enough data
8.3
24
Not enough data
Reporting
7.5
23
Not enough data
Feature Not Available
Not enough data
7.4
20
Not enough data
Generative AI
7.0
19
Not enough data
7.1
19
Not enough data
Scalability and Performance - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Cost and Efficiency - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Integration and Extensibility - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Security and Compliance - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Usability and Support - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Customization - AI Agent Builders
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Functionality - AI Agent Builders
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 and Analytics - AI Agent Builders
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Integration - AI Agent Builders
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Traffic Management & Performance - AI Gateways
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Governance & Observability - AI Gateways
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Database
Not enough data
8.7
238
Not enough data
8.9
246
Not enough data
9.3
266
Integrations
Not enough data
8.3
219
Not enough data
9.1
269
Platform
Not enough data
8.9
262
Not enough data
8.9
254
Not enough data
9.1
269
Processing
Not enough data
9.0
247
Not enough data
9.0
254
Data Transformation
Not enough data
8.9
229
Not enough data
9.1
238
Connectivity
Not enough data
8.7
208
Not enough data
9.2
232
Not enough data
9.0
222
Not enough data
9.2
231
Operations
Not enough data
8.4
230
Not enough data
8.8
229
Not enough data
8.6
214
Not enough data
8.6
210
Not enough data
9.3
233
Building Reports
Not enough data
9.0
160
Not enough data
8.7
151
Not enough data
7.7
127
Not enough data
8.4
151
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
Alation and Databricks are categorized as Data Governance
Unique Categories
Alation is categorized as Active Metadata Management and Machine Learning Data Catalog
Databricks is categorized as DataOps Platforms, MLOps Platforms, ETL Tools, Big Data Processing and Distribution, Big Data Analytics, Data Science and Machine Learning Platforms, Analytics Platforms, Data Warehouse, Database Management Systems (DBMS), Generative AI Infrastructure, AI Agent Builders, and AI Gateways
Reviews
Reviewers' Company Size
Alation
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Databricks
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
13.3%
Financial Services
8.4%
Computer Software
6.0%
Airlines/Aviation
4.8%
Hospital & Health Care
4.8%
Other
62.7%
Information Technology and Services
15.8%
Financial Services
10.2%
Computer Software
8.8%
Consulting
4.0%
Hospital & Health Care
3.7%
Other
57.5%
Alternatives
Discussions
Which three are capabilities of Oracle Cloud Infrastructure data catalog service?
1 Comment
JB
Oracle Cloud Infrastructure Data Catalog service offers several capabilities to help organizations manage and govern their data assets. Here are three key...Read more
Alation has no more discussions with answers
What is Lakehouse in Databricks?
4 Comments
BK
Lakehouse architecture is the merging of the data warehouse and data lake concepts into a single platform, with built-in support for lineage maintenance and ML.Read more
What are the features of Databricks?
4 Comments
SM
Delta Lake
Lakehosue platform
Schema evolution
Data quarantine & Data Quality
Data Integration & TransformationsRead more
What does Databricks software do?
3 Comments
SM
It will work like Hadoop, databricks provide the services like big data.
Databricks also work like in advanced level it's have capability to process large...Read more
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