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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
$0.00 3 Production Datasets Per Month
Great Expectations
Star Rating
(11)4.5 out of 5
Market Segments
Mid-Market (45.5% of reviews)
Pros & Cons
Not enough data
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)
Pros & Cons
Entry-Level Pricing
$0.00 3 Production Datasets Per Month
Browse all 3 pricing plansSummary
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
Free
$0.00
3 Production Datasets Per Month
Great for small projects
- Pipeline testing
- Metrics observability
- Alerting & ticketing integrations
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
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%
Discussions
Great Expectations has no discussions with answers
Soda has no discussions with answers
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