Compare Soda and dbt 
Featured Products
At a Glance
Market Segments
Mid-Market (43.6% of reviews)
Mid-Market (57.2% 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
(197)4.7 out of 5
Market Segments
Mid-Market (57.2% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about dbtSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that dbt excels in overall user satisfaction, boasting a significantly higher G2 Score compared to Soda. Users appreciate its ease of setup and integration, with one reviewer noting that it is "very easy to integrate and leverage the tool with lots of features."
- According to verified reviews, dbt has a much larger volume of feedback, with 193 total reviews compared to Soda's 55. This suggests that dbt's user experiences are more diverse and reliable, providing a broader perspective on its capabilities.
- Users say that dbt's implementation process is quick and efficient, with many highlighting its intuitive onboarding. One user mentioned that it "did not add any delay during implementation," making it a strong choice for teams looking to get started quickly.
- Reviewers mention that Soda offers a clean and intuitive interface, which is particularly beneficial for project managers needing quick access to information. This user-friendly design helps streamline data quality tasks, although it may not match the comprehensive features of dbt.
- G2 reviewers highlight that while Soda provides a flexible open-source option, dbt's structured approach to data work is a significant advantage. Users appreciate dbt's ability to automate data model creation, which instills confidence in the accuracy of KPIs displayed.
- Users report that both products have responsive support teams, but Soda's direct interaction via Slack has been particularly praised. This accessibility allows for high-quality responses to user inquiries, although dbt's overall support quality is still rated slightly higher.
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
145
Ease of Use
8.5
50
9.0
147
Ease of Setup
8.4
29
8.6
86
Ease of Admin
8.6
22
8.5
59
Quality of Support
8.7
49
8.9
116
Has the product been a good partner in doing business?
8.9
22
8.6
53
Product Direction (% positive)
9.0
49
9.6
132
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
47
Not enough data
9.2
50
Not enough data
8.6
41
Data Interaction
Not enough data
8.3
40
Not enough data
8.5
44
Not enough data
9.0
50
Not enough data
9.1
48
Not enough data
9.1
42
Not enough data
9.4
48
Not enough data
8.7
47
Not enough data
8.7
45
Data Exporting
Not enough data
8.5
41
Not enough data
8.7
44
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
37
Functionality
Not enough data
Feature Not Available
Not enough data
9.2
44
Not enough data
Feature Not Available
Not enough data
9.5
40
Not enough data
9.2
37
Data Management
Not enough data
9.2
50
Not enough data
9.1
52
Not enough data
9.1
49
Not enough data
9.3
49
Agentic AI - DataOps Platforms
Not enough data
7.5
8
Not enough data
7.4
7
Not enough data
8.1
9
Not enough data
8.1
9
Not enough data
8.3
8
Analytics
Not enough data
8.8
48
Not enough data
7.3
34
Monitoring and Management
Not enough data
8.7
43
Not enough data
8.9
51
Cloud Deployment
Not enough data
8.7
37
Not enough data
8.8
29
Generative AI
Not enough data
5.7
12
Not enough data
6.0
12
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
34
Not enough data
8.4
34
Administration
Not enough data
8.4
37
Not enough data
8.9
34
Not enough data
9.1
35
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
39
Connectivity
Not enough data
8.4
27
Not enough data
8.6
28
Not enough data
8.5
34
Not enough data
8.9
31
Operations
Not enough data
Feature Not Available
Not enough data
9.3
38
Not enough data
8.6
30
Not enough data
8.7
30
Not enough data
8.6
30
Functionality
8.7
42
8.7
39
Feature Not Available
8.3
36
8.0
41
8.7
40
Feature Not Available
8.2
38
7.9
43
8.4
38
Management
7.7
33
8.5
40
Feature Not Available
9.3
42
8.5
42
8.8
36
7.7
42
8.1
39
8.2
38
8.3
41
Generative AI
5.9
25
6.2
19
6.3
25
6.6
19
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
19.1%
Computer Software
16.5%
Financial Services
10.3%
Retail
4.6%
Marketing and Advertising
4.6%
Other
44.8%
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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