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At a Glance
Market Segments
Enterprise (70.7% of reviews)
Enterprise (46.3% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Collibra
Star Rating
(101)4.2 out of 5
Market Segments
Enterprise (70.7% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Free Trial is available
Learn more about CollibraDatabricks Data Intelligence Platform
Star Rating
(633)4.6 out of 5
Market Segments
Enterprise (46.3% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about Databricks Data Intelligence PlatformSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that the Databricks Data Intelligence Platform excels in Data Integration with a score of 9.0, allowing seamless connections to various data sources, while Collibra, with a score of 8.9, is noted for its Automated Workflows that enhance efficiency in data governance tasks.
- Reviewers mention that Databricks shines in Data Lineage with a score of 8.8, providing clear visibility into data flow and transformations, whereas Collibra, scoring 8.1, offers a solid but less comprehensive lineage tracking feature.
- G2 users highlight that Databricks' Workflow Management capabilities are superior, scoring 9.3, which facilitates better project tracking and collaboration compared to Collibra's score of 7.8, where users feel the workflow features could be more intuitive.
- Users on G2 report that Databricks provides a more user-friendly experience with an Ease of Use score of 8.7, while Collibra's score of 8.1 indicates that some users find its interface less straightforward, particularly for new users.
- Reviewers mention that Databricks offers robust Machine Learning Recommendations with a score of 7.1, which is beneficial for data scientists, while Collibra's capabilities in this area are less emphasized, leading to a perception of it being more focused on governance than advanced analytics.
- Users say that Databricks' Scalability is a standout feature with a score of 8.7, making it suitable for large enterprises, while Collibra, with a score of 8.9, is praised for its cloud deployment capabilities, particularly in hybrid environments, which some users find essential for their operations.
Pricing
Entry-Level Pricing
Collibra
No pricing availableDatabricks Data Intelligence Platform
No pricing availableFree Trial
Collibra
Free Trial is available
Databricks Data Intelligence Platform
Free Trial is available
Ratings
Meets Requirements
8.4
87
8.9
514
Ease of Use
8.0
89
8.8
523
Ease of Setup
7.7
68
8.7
396
Ease of Admin
8.0
65
8.3
169
Quality of Support
8.2
89
8.7
489
Has the product been a good partner in doing business?
8.7
66
8.8
172
Product Direction (% positive)
9.3
86
9.6
502
Features by Category
Reports
Not enough data
7.9
7
Not enough data
7.9
7
Not enough data
8.1
7
Not enough data
8.1
6
Not enough data
8.3
6
Data Preparation
Not enough data
Not enough data
Not enough data
Not enough data
Data Modeling and Blending
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Analytics 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
Self Service
Not enough data
7.9
7
Not enough data
7.6
7
Not enough data
8.6
7
Not enough data
8.3
7
Not enough data
7.9
7
Not enough data
7.8
6
Deployment & Integration - Analytics 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
Advanced Analytics
Not enough data
8.3
7
Not enough data
8.3
6
Not enough data
8.6
6
Performance & Scalability - Analytics Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Advanced Analytics & Modeling - Analytics Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI Capabilities - Analytics 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
Personalized Intelligence - Analytics Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Building Reports
Not enough data
8.9
136
Not enough data
8.5
136
Not enough data
7.6
121
Not enough data
8.3
135
Data Governance
7.9
7
Not enough data
6.9
7
Not enough data
8.0
9
Not enough data
Data Preparation
8.0
9
Not enough data
6.7
8
Not enough data
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Collaboration
7.9
8
Not enough data
7.8
9
Not enough data
8.3
9
Not enough data
8.0
9
Not enough data
Artificial Intelligence
7.3
8
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
Administration
7.4
54
8.8
93
Feature Not Available
8.6
90
7.8
63
9.0
91
7.0
61
8.7
92
Management
8.5
55
8.5
85
8.4
51
8.7
84
7.4
43
8.6
84
7.0
49
8.5
83
7.9
51
8.7
83
Compliance
7.8
49
8.8
91
7.8
54
8.7
90
7.5
48
8.9
89
7.7
44
8.7
89
Security
7.7
44
9.0
81
7.8
51
8.9
83
7.7
38
8.9
83
Data Quality
7.3
39
9.0
91
Feature Not Available
8.7
90
7.6
40
9.0
88
Maintainence
6.7
39
8.8
82
7.5
43
8.8
81
Generative AI
6.3
8
8.4
80
6.5
8
8.5
79
Agentic AI - Data Governance
Not enough data
8.9
9
Not enough data
9.1
9
Not enough data
9.3
9
Not enough data
8.5
9
Not enough data
9.1
9
Not enough data
9.1
9
Management
Not enough data
8.6
168
Not enough data
8.5
162
Functionality
Not enough data
9.1
169
Not enough data
9.2
170
Not enough data
9.1
171
Not enough data
9.0
163
Not enough data
9.1
165
Deployment
Not enough data
8.9
63
Not enough data
8.9
64
Not enough data
8.9
64
Not enough data
8.9
64
Not enough data
8.9
64
Deployment
Not enough data
8.9
61
Not enough data
8.8
62
Not enough data
8.6
65
Not enough data
8.9
64
Not enough data
9.0
64
Management
Not enough data
8.9
61
Not enough data
8.8
63
Not enough data
9.1
59
Not enough data
8.9
67
Operations
Not enough data
8.7
61
Not enough data
8.8
60
Not enough data
9.0
61
Management
Not enough data
8.8
60
Not enough data
8.7
59
Not enough data
9.1
58
Generative AI
Not enough data
8.3
27
Not enough data
8.3
27
Functionality
8.7
14
Not enough data
7.7
10
Not enough data
8.2
14
Not enough data
8.5
12
Not enough data
8.3
12
Not enough data
8.3
17
Not enough data
8.4
16
Not enough data
8.3
8
Not enough data
8.2
11
Not enough data
8.7
9
Not enough data
7.2
9
Not enough data
8.6
18
Not enough data
Functionality
8.3
8
Not enough data
7.7
8
Not enough data
6.9
7
Not enough data
8.1
8
Not enough data
6.9
8
Not enough data
Functionality
8.1
13
Not enough data
8.3
13
Not enough data
6.5
11
Not enough data
6.8
12
Not enough data
6.7
11
Not enough data
6.7
12
Not enough data
7.5
12
Not enough data
8.2
15
Not enough data
7.7
14
Not enough data
8.0
14
Not enough data
Agentic AI - Sensitive Data Discovery
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
System
Not enough data
8.8
175
Model Development
Not enough data
8.8
179
Not enough data
7.9
185
Not enough data
8.3
182
Not enough data
8.6
184
Model Development
Not enough data
8.5
171
Machine/Deep Learning Services
Not enough data
8.1
171
Not enough data
8.5
176
Not enough data
8.2
168
Not enough data
8.1
170
Machine/Deep Learning Services
Not enough data
8.4
156
Not enough data
8.4
158
Deployment
Not enough data
8.5
174
Not enough data
8.7
177
Not enough data
9.0
181
Generative AI
Not enough data
8.2
86
Not enough data
8.4
86
Not enough data
7.6
85
Agentic AI - Data Science and Machine Learning Platforms
Not enough data
9.2
6
Not enough data
8.6
6
Not enough data
8.6
6
Not enough data
8.9
6
Not enough data
9.2
6
Not enough data
9.2
6
Not enough data
9.2
6
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
Analytics
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
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Data Fabric
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
Not enough data
9.0
178
|
Verified
Not enough data
8.9
178
|
Verified
Not enough data
8.8
173
|
Verified
Not enough data
8.8
176
|
Verified
Not enough data
8.7
166
|
Verified
Not enough data
9.0
168
|
Verified
Integration
Not enough data
8.8
164
|
Verified
Not enough data
8.8
164
|
Verified
Not enough data
9.1
172
|
Verified
Deployment
Not enough data
7.9
153
|
Verified
Not enough data
9.1
174
|
Verified
Performance
Not enough data
9.1
174
|
Verified
Security
Not enough data
8.8
165
|
Verified
Not enough data
8.9
166
|
Verified
Generative AI
Not enough data
8.5
76
Not enough data
8.4
75
Data Management
Not enough data
9.0
66
Not enough data
8.7
65
Not enough data
8.8
66
Not enough data
9.1
63
Agentic AI - DataOps Platforms
Not enough data
8.6
6
Not enough data
8.6
6
Not enough data
9.2
6
Not enough data
8.6
6
Not enough data
9.2
6
Analytics
Not enough data
8.8
64
Not enough data
8.4
63
Monitoring and Management
Not enough data
8.5
64
Not enough data
8.5
64
Cloud Deployment
Not enough data
9.1
60
Not enough data
9.0
61
Generative AI
Not enough data
8.9
35
Not enough data
8.9
35
Data management
8.5
35
Not enough data
7.3
31
Not enough data
7.8
32
Not enough data
7.9
36
Not enough data
8.3
30
Not enough data
Reporting
7.7
29
Not enough data
7.7
27
Not enough data
7.7
35
Not enough data
Generative AI
6.3
5
Not enough data
6.3
5
Not enough data
Agentic AI - SAP Store
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
Database
Not enough data
8.7
220
Not enough data
8.9
226
Not enough data
9.3
227
Integrations
Not enough data
8.3
209
Not enough data
9.2
229
Platform
Not enough data
9.0
222
Not enough data
8.8
225
Not enough data
9.2
229
Processing
Not enough data
9.0
221
Not enough data
9.0
220
Data Transformation
Not enough data
8.8
220
Not enough data
9.0
227
Connectivity
Not enough data
8.7
203
Not enough data
9.2
226
Not enough data
9.0
218
Not enough data
9.2
226
Operations
Not enough data
8.4
224
Not enough data
8.8
219
Not enough data
8.6
208
Not enough data
8.6
206
Not enough data
9.3
221
Functionality
7.7
10
Not enough data
7.3
10
Not enough data
8.6
7
Not enough data
8.0
10
Not enough data
Functionality
8.4
18
Not enough data
8.1
16
Not enough data
8.3
15
Not enough data
7.1
14
Not enough data
7.9
15
Not enough data
Management
7.4
19
Not enough data
7.8
16
Not enough data
8.1
15
Not enough data
7.3
20
Not enough data
8.3
19
Not enough data
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Building Reports
Not enough data
8.9
136
Not enough data
8.5
136
Not enough data
7.6
121
Not enough data
8.3
135
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
Collibra and Databricks Data Intelligence Platform are categorized as Data Governance
Unique Categories
Databricks Data Intelligence Platform is categorized as MLOps Platforms, DataOps Platforms, ETL Tools, Big Data Processing and Distribution, Big Data Analytics, Data Science and Machine Learning Platforms, Data Warehouse, and Analytics Platforms
Reviews
Reviewers' Company Size
Collibra
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Databricks Data Intelligence Platform
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
Financial Services
12.1%
Banking
9.1%
Pharmaceuticals
8.1%
Telecommunications
6.1%
Insurance
6.1%
Other
58.6%
Information Technology and Services
14.6%
Financial Services
11.4%
Computer Software
8.1%
Consulting
3.9%
Hospital & Health Care
3.7%
Other
58.2%
Alternatives
Discussions
What is Critical data elements? How to identify CDE.
2 Comments
JS
There are a variety of criteria that may determine a data element to be critical. These criteria may include (but are not limited to) the following:
1)...Read more
Collibra has no more discussions with answers
What is Lakehouse in Databricks?
4 Comments
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
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
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