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Compare Great Expectations and Soda 
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At a Glance
Market Segments
Mid-Market (45.5% of reviews)
Mid-Market (43.6% of reviews)
Entry-Level Pricing
No pricing available
Contact Us
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
Contact Us
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" shines in data quality monitoring, scoring 9.2, which is higher than "Great Expectations" at 8.8. This suggests that "Soda" may provide more robust tools for ensuring data integrity.
- G2 users highlight that "Great Expectations" offers superior ease of use with a score of 9.1 compared to "Soda's" 8.5, indicating that users may find "Great Expectations" more intuitive and user-friendly.
- Users on G2 report that "Soda" has a slight edge in quality of support, scoring 8.7 versus "Great Expectations" at 8.5, suggesting that "Soda" may provide more responsive customer service.
- Reviewers mention that "Great Expectations" provides excellent product direction with a perfect score of 10.0, indicating strong future development plans, while "Soda" scores 9.0, which may suggest slightly less confidence in its roadmap.
- Users say that "Great Expectations" offers better automation features with a score of 8.8, compared to "Soda's" 8.1, which could lead to more efficient workflows and reduced manual intervention for users.
Pricing
Entry-Level Pricing
Great Expectations
No pricing availableSoda
Soda Data Quality Testing & Observability Platform
Contact Us
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
No trial information availableRatings
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
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
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
Not enough data
5.9
25
Not enough data
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
Anup J.
Verified User in Information Technology and Services
Simple declarative nature of the expections is great Automated profiling and validation tools are a life-saver The Data Validation tools and data documentation is great to work with
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 Financial Services
Soda is a very flexible and customizable tool for quality assertions. We use it to validate the integrity of our data lake. Other tools suchs as dbt tests are good for modeld data but are more limited compared to soda that can be very customizable.
Most Helpful Critical Review
Verified User in Furniture
Very typical for the new member to understand and implementation
Anup J.
Verified User in Information Technology and Services
Simple declarative nature of the expections is great Automated profiling and validation tools are a life-saver The Data Validation tools and data documentation is great to work with
Verified User in Financial Services
Soda is a very flexible and customizable tool for quality assertions. We use it to validate the integrity of our data lake. Other tools suchs as dbt tests are good for modeld data but are more limited compared to soda that can be very customizable.
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.
Verified User in Furniture
Very typical for the new member to understand and implementation
Discussions
Great Expectations has no discussions with answers
Soda has no discussions with answers
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