Introducing G2.ai, the future of software buying.Try now
Compare Coalesce Catalog (formerly CastorDoc) and dbt 
Featured Products
At a Glance
Market Segments
Mid-Market (58.7% of reviews)
Mid-Market (58.3% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Coalesce Catalog (formerly CastorDoc)
Star Rating
(64)4.7 out of 5
Market Segments
Mid-Market (58.7% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about Coalesce Catalog (formerly CastorDoc)dbt
Star Rating
(195)4.7 out of 5
Market Segments
Mid-Market (58.3% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Free Trial is available
Learn more about dbtSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that dbt excels in user satisfaction, with many praising its ease of setup and integration capabilities. Users highlight how quickly they can implement dbt into their workflows, stating it is "very easy to integrate and leverage the tool with lots of features."
- According to verified reviews, Coalesce Catalog (formerly CastorDoc) shines in its data discovery features, particularly the lineage feature that simplifies understanding data connections. Users appreciate how it makes connecting to different data sources an easy process, enhancing their overall data governance.
- Users say that dbt provides a structured approach to data work, which is crucial for maintaining data integrity. Reviewers mention feeling confident in the accuracy of their KPIs due to dbt's thorough transformation logic, making it a reliable choice for data transformation tasks.
- Reviewers mention that while Coalesce Catalog offers a user-friendly experience, particularly with its Search & SQL AI agent, it currently lacks the same level of user engagement as dbt, as evidenced by the absence of recent reviews. This could indicate a need for further development or user adoption.
- G2 reviewers highlight that dbt's automated workflows are a significant advantage, allowing teams to trust their data models and streamline their processes. Users appreciate the tool's ability to automate the creation of data models, which enhances productivity and reduces manual errors.
- According to verified reviews, Coalesce Catalog's integration with platforms like Slack is a notable feature that enhances usability. Users find it convenient to retrieve information about data simply by mentioning the tool, which adds to its intuitive nature, although it may not match the comprehensive capabilities of dbt.
Pricing
Entry-Level Pricing
Coalesce Catalog (formerly CastorDoc)
No pricing availabledbt
No pricing availableFree Trial
Coalesce Catalog (formerly CastorDoc)
Free Trial is available
dbt
Free Trial is available
Ratings
Meets Requirements
9.0
50
9.2
143
Ease of Use
9.6
52
9.0
145
Ease of Setup
9.3
26
8.6
84
Ease of Admin
9.1
25
8.5
59
Quality of Support
9.7
47
8.8
115
Has the product been a good partner in doing business?
9.5
25
8.7
53
Product Direction (% positive)
9.8
53
9.6
130
Features by Category
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
Not enough data
Not enough data
Self Service
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
Advanced Analytics
Not enough data
Not enough data
Not enough data
Not enough data
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
Data Governance
10.0
13
Not enough data
9.6
9
Not enough data
9.9
13
Not enough data
Data Preparation
9.7
12
Not enough data
8.3
8
Not enough data
8.5
8
Not enough data
7.9
8
Not enough data
Collaboration
9.3
12
Not enough data
9.4
11
Not enough data
9.9
13
Not enough data
9.9
14
Not enough data
Artificial Intelligence
9.4
11
Not enough data
8.2
10
Not enough data
8.5
9
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
Not enough data
8.8
48
Not enough data
9.2
50
Not enough data
8.6
41
Data Interaction
Not enough data
8.3
41
Not enough data
8.5
44
Not enough data
9.0
51
Not enough data
9.1
48
Not enough data
9.1
42
Not enough data
9.4
48
Not enough data
8.7
46
Not enough data
8.7
45
Data Exporting
Not enough data
8.5
42
Not enough data
8.6
44
Not enough data
9.1
46
Generative AI
Not enough data
6.5
27
Administration
7.9
19
Not enough data
8.5
21
Not enough data
7.7
17
Not enough data
8.0
16
Not enough data
Management
7.9
28
Not enough data
9.1
30
Not enough data
Feature Not Available
Not enough data
7.6
19
Not enough data
9.4
32
Not enough data
Compliance
8.2
17
Not enough data
8.0
18
Not enough data
7.1
14
Not enough data
7.4
15
Not enough data
Security
8.3
25
Not enough data
8.2
23
Not enough data
8.3
20
Not enough data
Data Quality
7.7
14
Not enough data
8.1
15
Not enough data
8.2
17
Not enough data
Maintainence
8.0
22
Not enough data
8.3
18
Not enough data
Generative AI
Not enough data
Not enough data
Not enough data
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
Management
Not enough data
Feature Not Available
Not enough data
8.2
37
Functionality
Not enough data
Feature Not Available
Not enough data
9.2
43
Not enough data
Feature Not Available
Not enough data
9.5
40
Not enough data
9.2
37
Data Management
8.9
9
9.2
51
9.3
10
9.1
52
9.3
10
9.1
50
7.8
10
9.3
50
Agentic AI - DataOps Platforms
Not enough data
7.6
9
Not enough data
7.7
8
Not enough data
8.3
10
Not enough data
8.0
9
Not enough data
8.5
9
Analytics
7.8
10
8.8
48
8.5
10
7.3
35
Monitoring and Management
8.5
10
8.7
43
8.1
8
8.9
51
Cloud Deployment
7.6
7
8.8
38
8.6
7
8.8
30
Generative AI
Not enough data
5.9
13
Not enough data
6.3
13
Automation
Not enough data
8.8
34
Not enough data
8.3
32
Not enough data
8.6
35
Not enough data
Feature Not Available
Functionality
Not enough data
8.6
34
Not enough data
8.6
33
Not enough data
8.4
33
Administration
Not enough data
8.4
36
Not enough data
8.9
34
Not enough data
9.1
34
Agentic AI - Data Warehouse Automation
Not enough data
Not enough data
Data management
9.3
23
Not enough data
8.2
19
Not enough data
9.1
22
Not enough data
9.7
26
Not enough data
9.4
25
Not enough data
Reporting
9.0
16
Not enough data
8.0
15
Not enough data
8.6
13
Not enough data
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Deployment & Integration - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Data Connectivity & Federation - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Data Modeling & Metrics - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Performance Optimization - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Governance - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Advanced Intelligence - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI Enablement - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data Transformation
Not enough data
8.5
32
Not enough data
9.4
39
Connectivity
Not enough data
8.5
27
Not enough data
8.6
28
Not enough data
8.5
34
Not enough data
9.0
31
Operations
Not enough data
Feature Not Available
Not enough data
9.4
38
Not enough data
8.6
31
Not enough data
8.6
30
Not enough data
8.6
30
Functionality
Not enough data
8.7
39
Not enough data
8.4
36
Not enough data
8.6
40
Not enough data
8.2
38
Not enough data
8.5
38
Management
Not enough data
8.4
39
Not enough data
9.3
43
Not enough data
8.9
37
Not enough data
8.2
39
Not enough data
8.3
42
Generative AI
Not enough data
6.3
20
Not enough data
6.7
20
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
Coalesce Catalog (formerly CastorDoc) and dbt are categorized as DataOps Platforms
Unique Categories
Coalesce Catalog (formerly CastorDoc) is categorized as Data Governance, Active Metadata Management, and Machine Learning Data Catalog
dbt is categorized as Big Data Analytics, Big Data Integration Platforms, Data Preparation, Data Quality, ETL Tools, Data Warehouse Automation, and Semantic Layer Tools
Reviews
Reviewers' Company Size
Coalesce Catalog (formerly CastorDoc)
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
dbt
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
17.5%
Financial Services
15.9%
Computer Software
11.1%
Marketing and Advertising
6.3%
Retail
3.2%
Other
46.0%
Information Technology and Services
19.3%
Computer Software
16.1%
Financial Services
10.4%
Retail
4.7%
Marketing and Advertising
4.7%
Other
44.8%
Alternatives
Discussions
Coalesce Catalog (formerly CastorDoc) has no discussions with answers
What is DBT tool used for?
2 Comments
WW
SQL data transformations.Read more
What is DBT data Modelling?
2 Comments
TH
dbt data modeling is not a thing. Dbt is a transformation tool that makes it easier to implement data modeling techniques like snowflake, data vault etc. Read more
What is DBT database tool?
1 Comment
SY
DBT (DataBase Transformations) uses SQL select statements, with some added magic from Jinja templating language, to model and transform data. It's a highly...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.
