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Collibra
Collibra
(102)
4.2 out of 5
Collibra
By Collibra
Optimized for quick response
Soda
Soda
(55)
4.4 out of 5
Soda
By Soda
At a Glance
Collibra
Collibra
Star Rating
(102)4.2 out of 5
Market Segments
Enterprise (70.7% of reviews)
Information
Pros & Cons
Entry-Level Pricing
No pricing available
Free Trial is available
Learn more about Collibra
Soda
Soda
Star Rating
(55)4.4 out of 5
Market Segments
Mid-Market (43.6% of reviews)
Information
Pros & Cons
Entry-Level Pricing
$0.00 3 Production Datasets Per Month
Browse all 3 pricing plans

Collibra vs Soda

When assessing the two solutions, reviewers found Soda easier to use, set up, and administer. Reviewers also preferred doing business with Soda overall.

  • Reviewers felt that Soda meets the needs of their business better than Collibra.
  • When comparing quality of ongoing product support, reviewers felt that Soda is the preferred option.
  • For feature updates and roadmaps, our reviewers preferred the direction of Collibra over Soda.
Pricing
Entry-Level Pricing
Collibra
No pricing available
Soda
Free
$0.00
3 Production Datasets Per Month
Browse all 3 pricing plans
Free Trial
Collibra
Free Trial is available
Soda
Free Trial is available
Ratings
Meets Requirements
8.4
87
8.7
49
Ease of Use
8.0
89
8.5
50
Ease of Setup
7.7
68
8.4
29
Ease of Admin
8.0
65
8.6
22
Quality of Support
8.2
89
8.7
49
Has the product been a good partner in doing business?
8.7
66
8.9
22
Product Direction (% positive)
9.3
86
9.0
49
Features by Category
Machine Learning Data CatalogHide 21 FeaturesShow 21 Features
7.7
11
Not enough data
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
Data GovernanceHide 29 FeaturesShow 29 Features
7.5
67
Not enough data
Administration
7.4
54
Not enough data
Feature Not Available
Not enough data
7.8
63
Not enough data
7.0
61
Not enough data
Management
8.5
55
Not enough data
8.4
51
Not enough data
7.4
43
Not enough data
7.0
49
Not enough data
7.9
51
Not enough data
Compliance
7.8
49
Not enough data
7.8
54
Not enough data
7.5
48
Not enough data
7.7
44
Not enough data
Security
7.7
44
Not enough data
7.8
51
Not enough data
7.7
38
Not enough data
Data Quality
7.3
39
Not enough data
Feature Not Available
Not enough data
7.6
40
Not enough data
Maintainence
6.7
39
Not enough data
7.5
43
Not enough data
Generative AI
6.3
8
Not enough data
6.5
8
Not enough data
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
Data Privacy ManagementHide 12 FeaturesShow 12 Features
8.3
23
Not enough data
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
Privacy Impact Assessment (PIA)Hide 5 FeaturesShow 5 Features
7.6
9
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
Sensitive Data DiscoveryHide 14 FeaturesShow 14 Features
7.5
18
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
Data FabricHide 15 FeaturesShow 15 Features
Not enough data
Not enough data
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
Active Metadata ManagementHide 10 FeaturesShow 10 Features
7.6
37
Not enough data
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
Data ObservabilityHide 15 FeaturesShow 15 Features
Not enough data
8.2
24
Functionality
Not enough data
8.0
22
Not enough data
9.2
24
Not enough data
8.1
24
Not enough data
8.8
24
Management
Not enough data
8.6
24
Not enough data
8.3
20
Not enough data
8.6
23
Not enough data
7.5
21
Not enough data
8.5
24
Generative AI
Not enough data
6.1
14
Agentic AI - Data Observability
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
SAP StoreHide 7 FeaturesShow 7 Features
Not enough data
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
Data Subject Access Request (DSAR)Hide 4 FeaturesShow 4 Features
7.9
16
Not enough data
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
Data QualityHide 12 FeaturesShow 12 Features
7.9
21
7.9
44
Functionality
8.4
18
8.7
42
8.1
16
Feature Not Available
8.3
15
8.0
41
7.1
14
Feature Not Available
7.9
15
7.9
43
Management
7.4
19
7.7
33
7.8
16
Feature Not Available
8.1
15
8.5
42
7.3
20
7.7
42
8.3
19
8.2
38
Generative AI
Not enough data
5.9
25
Not enough data
6.3
25
Categories
Categories
Shared Categories
Collibra
Collibra
Soda
Soda
Collibra and Soda are categorized as Data Quality
Unique Categories
Collibra
Soda
Soda is categorized as Data Observability
Reviews
Reviewers' Company Size
Collibra
Collibra
Small-Business(50 or fewer emp.)
10.1%
Mid-Market(51-1000 emp.)
19.2%
Enterprise(> 1000 emp.)
70.7%
Soda
Soda
Small-Business(50 or fewer emp.)
16.4%
Mid-Market(51-1000 emp.)
43.6%
Enterprise(> 1000 emp.)
40.0%
Reviewers' Industry
Collibra
Collibra
Financial Services
12.1%
Banking
9.1%
Pharmaceuticals
8.1%
Telecommunications
6.1%
Insurance
6.1%
Other
58.6%
Soda
Soda
Information Technology and Services
21.8%
Computer Software
18.2%
Consulting
16.4%
Financial Services
9.1%
Retail
3.6%
Other
30.9%
Alternatives
Collibra
Collibra Alternatives
Atlan
Atlan
Add Atlan
Ataccama One
Ataccama One
Add Ataccama One
Twilio Segment
Twilio Segment
Add Twilio Segment
Alation
Alation
Add Alation
Soda
Soda Alternatives
Monte Carlo
Monte Carlo
Add Monte Carlo
Great Expectations
Great Expectations
Add Great Expectations
dbt
dbt
Add dbt
Demandbase One
Demandbase One
Add Demandbase One
Discussions
Collibra
Collibra Discussions
What is Critical data elements? How to identify CDE.
2 Comments
Jerry S.
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
Monty the Mongoose crying
Collibra has no more discussions with answers
See all discussions
Soda
Soda Discussions
Monty the Mongoose crying
Soda has no discussions with answers
See all discussions
Ask Collibra a QuestionContact Collibra
Ask Soda a QuestionContact Soda

Spotlight Categories

Add Product
Collibra
Collibra
Optimized for quick response
Soda
Soda