Compare Great Expectations and Soda 
At a Glance
Market Segments
Mid-Market (45.5% of reviews)
Mid-Market (43.6% of reviews)
Entry-Level Pricing
No pricing available
Free Trial
Great Expectations
Star Rating
(11)4.5 out of 5
Market Segments
Mid-Market (45.5% of reviews)
Entry-Level Pricing
No pricing available
Learn more about Great ExpectationsSoda
Star Rating
(55)4.4 out of 5
Market Segments
Mid-Market (43.6% of reviews)
Entry-Level Pricing
Free Trial
Free Trial is available
Learn more about SodaSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that "Great Expectations" excels in real-time analytics with a score of 9.4, allowing teams to monitor data quality instantly, while "Soda" falls behind with a score of 8.0, which may hinder timely decision-making.
- Reviewers mention that "Soda" offers superior data quality monitoring with a score of 9.2, which users appreciate for its comprehensive checks, whereas "Great Expectations" scores 8.8, indicating it may not catch all data issues as effectively.
- G2 users highlight that "Great Expectations" provides a more user-friendly setup experience, scoring 9.2 compared to "Soda's" 8.4, making it easier for teams to get started without extensive training.
- Users on G2 report that "Soda" shines in anomaly identification with a score of 8.6, which helps teams quickly spot irregularities, while "Great Expectations" scores 8.3, suggesting it may not be as robust in this area.
- Reviewers mention that "Great Expectations" has a strong product direction with a perfect score of 10.0, indicating confidence in its future development, while "Soda" scores 9.0, which is still positive but shows slightly less assurance.
- Users say that "Soda" provides better quality audits with a score of 8.5, which is crucial for compliance and governance, while "Great Expectations" scores 7.7, indicating it may lack some depth in this functionality.
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Pricing
Entry-Level Pricing
Great Expectations
No pricing availableSoda
Soda Data Quality Testing & Observability Platform
Free Trial
Soda provides data teams with a scalable, easy way to test and observe data quality. For 45 days, you’ll have full access to Soda – including Soda AI, the generative AI for data quality empowering coders and non-coders alike. Now is the perfect opportunity to ensure your critical business data is tested and trustworthy.
You’ll be able to run checks on the data critical to your business and collaborate with your team to analyze and resolve data quality issues.
We’ve designed an experience that will give you a taste of how Soda empowers data teams to test and deliver data that everyone can trust. We think it’s awesome and we hope you will too!
- Soda AI, the generative AI for data quality translating natural language into production-ready data quality checks.
- SodaCL, a human-readable and -writable language to test and monitor data as-code in CI/CD and data pipelines.
- Soda Library, the Python library and CLI tool for data quality testing with built-in checks and automated suggestions.
Free Trial
Great Expectations
No trial information availableSoda
Free Trial is available
Ratings
Meets Requirements
9.2
11
8.7
49
Ease of Use
9.1
9
8.5
50
Ease of Setup
9.2
6
8.4
29
Ease of Admin
8.3
6
8.6
22
Quality of Support
8.5
10
8.7
49
Has the product been a good partner in doing business?
8.6
6
8.9
22
Product Direction (% positive)
10.0
10
9.0
49
Features by Category
Functionality
9.4
8
8.0
22
8.8
11
9.2
24
8.8
11
8.1
24
8.9
9
8.8
24
Management
8.3
10
8.6
24
8.9
9
8.3
20
8.5
8
8.6
23
8.7
9
7.5
21
8.6
11
8.5
24
Generative AI
Feature Not Available
6.1
14
Functionality
Not enough data
8.7
42
Not enough data
Feature Not Available
Not enough data
8.0
41
Not enough data
Feature Not Available
Not enough data
7.9
43
Management
Not enough data
7.7
33
Not enough data
Feature Not Available
Not enough data
8.5
42
Not enough data
7.7
42
Not enough data
8.2
38
Generative AI
Feature Not Available
5.9
25
Feature Not Available
6.3
25
Categories
Categories
Shared Categories
Great Expectations and Soda are categorized as Data Quality and Data Observability
Unique Categories
Great Expectations has no unique categories
Soda has no unique categories
Reviews
Reviewers' Company Size
Great Expectations
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Soda
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
Accounting
36.4%
Information Technology and Services
18.2%
Telecommunications
9.1%
Security and Investigations
9.1%
Online Media
9.1%
Other
18.2%
Information Technology and Services
21.8%
Computer Software
18.2%
Consulting
16.4%
Financial Services
9.1%
Retail
3.6%
Other
30.9%
Most Helpful Reviews
Great Expectations
Most Helpful Favorable Review
Sunil K.
Verified User in Security and Investigations
Great Expectations is a brilliant evocation of a time and place.
Most Helpful Critical Review
Verified User in Online Media
Not everything is that bad at all to be using the tool except a few processing issues. Git processing and git tagging is rather slow and a tedious process. The dashboard needs a revamp.
Soda
Most Helpful Favorable Review
Verified User in Consulting
Easiness of integration Ease of use Fast switch to soda cloud Data contract lots of data quality checks Lots of Soda Cloud features
Most Helpful Critical Review
Mihai S.
Verified User in Internet
It is hard to integrate soda-core with dagster. Both, especially so Dagster changed a lot during the last year and finding up to date documentation is difficult. As integration is the first step I suggest creating more complete integration samples for...
Sunil K.
Verified User in Security and Investigations
Great Expectations is a brilliant evocation of a time and place.
Verified User in Consulting
Easiness of integration Ease of use Fast switch to soda cloud Data contract lots of data quality checks Lots of Soda Cloud features
Verified User in Online Media
Not everything is that bad at all to be using the tool except a few processing issues. Git processing and git tagging is rather slow and a tedious process. The dashboard needs a revamp.
Mihai S.
Verified User in Internet
It is hard to integrate soda-core with dagster. Both, especially so Dagster changed a lot during the last year and finding up to date documentation is difficult. As integration is the first step I suggest creating more complete integration samples for...
Discussions
Great Expectations has no discussions with answers
Soda has no discussions with answers
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