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At a Glance
Market Segments
Mid-Market (43.6% of reviews)
Mid-Market (58.5% of reviews)
Entry-Level Pricing
$0.00 3 Production Datasets Per Month
No pricing available
Soda
Star Rating
(55)4.4 out of 5
Market Segments
Mid-Market (43.6% of reviews)
Pros & Cons
Entry-Level Pricing
$0.00 3 Production Datasets Per Month
Browse all 3 pricing plansdbt
Star Rating
(191)4.7 out of 5
Market Segments
Mid-Market (58.5% 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.
- Users report that dbt excels in data transformation capabilities, with a score of 9.4, while Soda's transformation score is lower at 8.0. Reviewers mention that dbt's ability to handle complex transformations is a significant advantage for data teams.
- Reviewers mention that dbt offers superior automation features, scoring 9.4 compared to Soda's 8.6. Users on G2 appreciate dbt's automated workflows, which streamline data processes and reduce manual intervention.
- G2 users highlight that Soda shines in data quality monitoring, achieving a score of 9.2, while dbt's score in this area is 8.0. Users say that Soda's real-time alerts and anomaly identification features help maintain data integrity effectively.
- Users report that dbt has a more extensive breadth of data sources, scoring 8.7, which allows for greater flexibility in data integration compared to Soda, which lacks in this area. Reviewers mention that this feature is crucial for organizations with diverse data environments.
- Reviewers mention that dbt's ease of use is rated at 9.0, making it more user-friendly than Soda, which scores 8.5. Users say that dbt's intuitive interface and comprehensive documentation facilitate quicker onboarding for new users.
- Users on G2 report that Soda's governance features score 8.2, slightly higher than dbt's 8.1. Reviewers mention that Soda's capabilities in data governance help organizations maintain compliance and manage data access effectively.
Pricing
Entry-Level Pricing
Soda
Free
$0.00
3 Production Datasets Per Month
Great for small projects
- Pipeline testing
- Metrics observability
- Alerting & ticketing integrations
dbt
No pricing availableFree Trial
Soda
Free Trial is available
dbt
Free Trial is available
Ratings
Meets Requirements
8.7
49
9.2
139
Ease of Use
8.5
50
9.0
141
Ease of Setup
8.4
29
8.6
80
Ease of Admin
8.6
22
8.5
58
Quality of Support
8.7
49
8.9
112
Has the product been a good partner in doing business?
8.9
22
8.8
52
Product Direction (% positive)
9.0
49
9.7
126
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 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
9.1
49
Not enough data
9.1
47
Not enough data
9.1
42
Not enough data
9.4
48
Not enough data
8.6
44
Not enough data
8.6
44
Data Exporting
Not enough data
8.5
42
Not enough data
8.6
43
Not enough data
9.1
45
Generative AI
Not enough data
6.5
27
Management
Not enough data
Feature Not Available
Not enough data
8.2
36
Functionality
Not enough data
Feature Not Available
Not enough data
9.2
41
Not enough data
Feature Not Available
Not enough data
9.4
38
Not enough data
9.2
36
Data Management
Not enough data
9.2
49
Not enough data
9.1
51
Not enough data
9.1
49
Not enough data
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
Not enough data
8.7
47
Not enough data
7.3
35
Monitoring and Management
Not enough data
8.7
43
Not enough data
8.9
50
Cloud Deployment
Not enough data
8.7
37
Not enough data
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
Functionality
8.0
22
Not enough data
9.2
24
Not enough data
8.1
24
Not enough data
8.8
24
Not enough data
Management
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
Not enough data
Generative AI
6.1
14
Not enough data
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
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
38
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
37
Not enough data
8.6
31
Not enough data
8.6
30
Not enough data
8.5
29
Functionality
8.7
42
8.7
38
Feature Not Available
8.4
36
8.0
41
8.6
38
Feature Not Available
8.2
38
7.9
43
8.4
36
Management
7.7
33
8.4
38
Feature Not Available
9.2
42
8.5
42
8.9
37
7.7
42
8.2
39
8.2
38
8.3
41
Generative AI
5.9
25
6.3
20
6.3
25
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
Soda and dbt are categorized as Data Quality
Unique Categories
Soda is categorized as Data Observability
dbt is categorized as Big Data Analytics, Big Data Integration Platforms, Data Preparation, ETL Tools, Data Warehouse Automation, DataOps Platforms, and Semantic Layer Tools
Reviews
Reviewers' Company Size
Soda
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
21.8%
Computer Software
18.2%
Consulting
16.4%
Financial Services
9.1%
Retail
3.6%
Other
30.9%
Information Technology and Services
19.7%
Computer Software
16.5%
Financial Services
10.6%
Retail
4.8%
Marketing and Advertising
4.8%
Other
43.6%
Alternatives
Discussions
Soda 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
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