Link copied to clipboard # Great Expectations vs Soda Comparison - What are their main differences? Share [ Export ](/compare/great-expectations/soda/export.csv) Great ExpectationsSoda[+ Add Product](#) Pricing **Great Expectations** No pricing available **Soda** Free Trial **$0.00** 3 Production Datasets Per Month · Free **$750.00** 20 Production Datasets Per Month · Team **Contact Us** Per Year · Enterprise **Pricing Insights** from reviews Perceived Cost **Great Expectations** Not enough reviews yet **Soda** $$$$$ Average Discount **Great Expectations** Not enough reviews yet **Soda** 10% Uncover valuable pricing insights from real user feedback to improve your shopping experience. See it for free Time to Implement **Great Expectations** 6 months Based on 100 responses **Soda** 6 months Based on 100 responses Return on Investment **Great Expectations** 6 months Based on 100 responses **Soda** 6 months Based on 100 responses ![Great Expectations](https://images.g2crowd.com/uploads/product/hd_favicon/321f1fcf10cf80906774d79401375343/great-expectations.svg "Great Expectations") ![Soda](https://images.g2crowd.com/uploads/product/hd_favicon/e638e91488c4eb39ed2012d3148576e6/soda-data.svg "Soda") G2 offers free advice on this comparison. Chat with an expert How would you like to receive Software Advice? ![](/assets/advisor_router/laptop_form-f1a7012279826105416befde8d882ffc7589b1f9db09c93a1379d601cafe8e0d.svg) FormAnswer questions at your own pace, no call required. ![](/assets/advisor_router/ai_agent-4d78629a3ba354fed449a65c60df3a6f2eda90fb98411b711df4b25d7be52a38.svg) AI AgentChat live and get a recommendation in minutes. ![](/assets/advisor_router/phone_call_picker-c48821ec36f4182d8ee3e54cfbd3937500eec54d7b7e0cfb80dc80a8a733842f.svg) Phone CallTalk it through live with a software advisor. **Pros & Cons** from reviews **Great Expectations** Not enough data **Soda** Data Quality (2) Customer Support (1) Limited Functionality (2) Access Control (1) **Ratings** from reviews Meets Requirements **Great Expectations** **9.2** /10 Based on 11 responses **Soda** **8.7** /10 Based on 49 responses Ease of Use **Great Expectations** **9.1** /10 Based on 9 responses **Soda** **8.5** /10 Based on 50 responses Ease of Setup **Great Expectations** **9.2** /10 Based on 6 responses **Soda** **8.4** /10 Based on 29 responses Ease of Admin **Great Expectations** **8.3** /10 Based on 6 responses **Soda** **8.6** /10 Based on 22 responses Quality of Support **Great Expectations** **8.5** /10 Based on 10 responses **Soda** **8.7** /10 Based on 49 responses Has the product been a good partner in doing business? **Great Expectations** **8.6** /10 Based on 6 responses **Soda** **8.9** /10 Based on 22 responses Product Direction (% positive) **Great Expectations** **10.0** /10 Based on 10 responses **Soda** **9.0** /10 Based on 49 responses **Features** ratings from reviews Data Observability **8.8** /10 Based on 11 responses **8.2** /10 Based on 24 responses Data Quality Not enough data **7.9** /10 Based on 44 responses User Insights **Reviewers' Company Size** Small-Business(50 or fewer emp.) 36.4% Mid-Market(51-1000 emp.) 45.5% Enterprise(\> 1000 emp.) 18.2% Small-Business(50 or fewer emp.) 36.4% Mid-Market(51-1000 emp.) 45.5% Enterprise(\> 1000 emp.) 18.2% Small-Business(50 or fewer emp.) 16.4% Mid-Market(51-1000 emp.) 43.6% Enterprise(\> 1000 emp.) 40.0% Small-Business(50 or fewer emp.) 16.4% Mid-Market(51-1000 emp.) 43.6% Enterprise(\> 1000 emp.) 40.0% **Reviewers' Industry** [![Great Expectations](https://images.g2crowd.com/uploads/product/hd_favicon/321f1fcf10cf80906774d79401375343/great-expectations.svg "Great Expectations")](https://www.g2.com/products/great-expectations/reviews) Great Expectations Accounting 36.4% Information Technology and Services 18.2% Telecommunications 9.1% Security and Investigations 9.1% Online Media 9.1% Other 18.2% [![Soda](https://images.g2crowd.com/uploads/product/hd_favicon/e638e91488c4eb39ed2012d3148576e6/soda-data.svg "Soda")](https://www.g2.com/products/soda/reviews) Soda Information Technology and Services 21.8% Computer Software 18.2% Consulting 16.4% Financial Services 9.1% Retail 3.6% Other 30.9% Alternatives **Great Expectations Alternatives** ![Monte Carlo](https://images.g2crowd.com/uploads/product/hd_favicon/4ee77be496500644e055bc774924d023/monte-carlo.svg "Monte Carlo") [ Monte Carlo ](/products/monte-carlo/reviews) ![Demandbase One](https://images.g2crowd.com/uploads/product/hd_favicon/c774a027c587be17b366c706735319c9/demandbase-one.svg "Demandbase One") [ Demandbase One ](/products/demandbase-one/reviews) ![GTM Studio - Powered by ZoomInfo](https://images.g2crowd.com/uploads/product/hd_favicon/8ada573c8501ec5365b452cfec53ba0d/gtm-studio-powered-by-zoominfo.svg "GTM Studio - Powered by ZoomInfo") [ GTM Studio - Powered by ZoomInfo ](/products/gtm-studio-powered-by-zoominfo/reviews) ![Planhat](https://images.g2crowd.com/uploads/product/hd_favicon/419a7323b926f3ff16b400b2b7ca40c1/planhat%282%29.svg "Planhat") [ Planhat ](/products/planhat/reviews) **Soda Alternatives** ![Monte Carlo](https://images.g2crowd.com/uploads/product/hd_favicon/4ee77be496500644e055bc774924d023/monte-carlo.svg "Monte Carlo") [ Monte Carlo ](/products/monte-carlo/reviews) ![Anomalo](https://images.g2crowd.com/uploads/product/hd_favicon/40db1259c5ed0bc7a1b41544f2917478/anomalo.svg "Anomalo") [ Anomalo ](/products/anomalo/reviews) ![dbt](https://images.g2crowd.com/uploads/product/hd_favicon/fb5962d21f726bb78733c336e00ac3ef/dbt.svg "dbt") [ dbt ](/products/dbt/reviews) ![Metaplane](https://images.g2crowd.com/uploads/product/hd_favicon/f09740c3e3dcd5a3ef401b8f7f0d2914/metaplane.svg "Metaplane") [ Metaplane ](/products/metaplane/reviews) ## Great Expectations vs Soda FAQs Generated using AI Last updated: August 14, 2026 ### What is the difference between Great Expectations vs Soda? Great Expectations stands out for its higher Ease of Setup and G2 rating, while Soda is noted for its user interface and integrations. | [Great Expectations](https://www.g2.com/products/great-expectations/reviews) | [Soda](https://www.g2.com/products/soda/reviews) | | --- | --- | | 4.5/5 (11 reviews) | 4.4/5 (55 reviews) | | — | Mid-Market | | 9.2 | 8.4 | | 8.5 | 8.7 | | Automated profiling and validation tools | User interface and Slack integration | ### How do the pricing models of Great Expectations and Soda compare? Great Expectations and Soda are rated at parity for value, with no significant difference in reviewer satisfaction on price or cost. - **Great Expectations:** Reviewers highlight its open-source availability and cost-effectiveness for teams with Python expertise. - **Soda:** Soda Core is free and open-source, but advanced features require a commercial license; reviewers note the risk of vendor lock-in and higher costs for the cloud offering. ### What are the best alternatives to Great Expectations and Soda? The top three alternatives to Great Expectations and Soda are Monte Carlo, Demandbase One, and —. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [Great Expectations](https://www.g2.com/products/great-expectations/reviews) | 4.5/5 (11 reviews) | — | Open source, no cost for core features | Automated profiling and validation tools | | [Soda](https://www.g2.com/products/soda/reviews) | 4.4/5 (55 reviews) | Mid-Market | Free core, paid advanced features | User interface and Slack integration | | [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) | 4.3/5 (536 reviews) | — | — | — | | [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) | 4.4/5 (1988 reviews) | Mid-Market | — | — | ### Which Data Observability features should I prioritize when comparing Great Expectations and Soda? Buyers should prioritize Ease of Setup, Integrations, Data Quality Checks, User Interface, and Support when comparing Great Expectations and Soda. - **Ease of Setup:** Great Expectations 9.2, Soda 8.4 - **Integrations:** Soda is frequently cited for Slack integration (1 all-time mention) and broad data stack compatibility - **Data Quality Checks:** Soda has 2 all-time mentions for data quality; Great Expectations is praised for automated profiling and validation - **User Interface:** Soda has 1 all-time mention for user interface - **Support:** Great Expectations 8.5, Soda 8.7 ### What are the pros and cons of Great Expectations vs Soda? Great Expectations is strongest in automated profiling and validation, while Soda is recognized for its user interface and integrations. - **Great Expectations strengths:** Automated profiling and validation tools, open-source availability, strong documentation, and Python-based flexibility - **Great Expectations trade-offs:** Requires technical expertise for setup, limited data source support, no pipeline execution or data storage, and ongoing maintenance needs - **Soda strengths:** User interface (1 all-time mention), Slack integration (1 all-time mention), data quality (2 all-time mentions), flexibility, and ease of use - **Soda trade-offs:** Limited functionality (2 all-time mentions), access control and management issues, some advanced features require a commercial license, and risk of vendor lock-in ### Is Great Expectations or Soda better for small businesses? Soda is a better fit for small businesses, as its largest reviewer segment is Mid-Market and recent reviews highlight ease of use for non-technical users. - **Great Expectations:** No segment data available; reviewers note setup can be challenging for users without technical backgrounds - **Soda:** Largest segment is Mid-Market; reviewers highlight user-friendly interface and accessibility for business users ### Which Data Observability platform has better integrations? Soda is favored by reviewers for integrations, especially with Slack and other data stack tools. - **Great Expectations:** Reviewers mention integration with Snowflake and command-line triggering, but no all-time integration mention counts are available - **Soda:** Slack integration (1 all-time mention), frequent mentions of integration with Salesforce, Snowflake, S3, BigQuery, Airflow, Databricks, and Jira ### How do Great Expectations and Soda compare on customer support? Soda and Great Expectations are rated at parity for Quality of Support, with Soda scoring 8.7 and Great Expectations 8.5. - **Great Expectations:** Reviewers describe support as responsive and helpful, with scores of 7.0 in multiple recent reviews - **Soda:** Reviewers highlight support via Slack, community responsiveness, and helpful documentation, with scores of 7.0 in several recent reviews ### Which is easier to implement, Great Expectations or Soda? Great Expectations leads Soda on Ease of Setup by 0.8 points, 9.2 vs 8.4. - **Great Expectations:** Reviewers consistently rate setup as straightforward for technical users, with scores of 7.0 in multiple recent reviews - **Soda:** Reviewers note ease of integration with data tools and pipelines, but mention a learning curve for less technical users; setup scores range from 5.0 to 7.0 ### Which product has better Integrations? Soda is favored for Integrations, with more frequent reviewer mentions and broader data stack compatibility. - **Great Expectations:** No integration-specific dimension scores or all-time mention counts available; reviewers mention Snowflake integration and command-line triggering - **Soda:** Slack integration (1 all-time mention), frequent reviewer praise for integration with Salesforce, Snowflake, S3, BigQuery, Airflow, Databricks, and Jira ## Great Expectations vs Soda When assessing the two solutions, reviewers found Great Expectations easier to use and set up. However, Soda is easier to administer. Reviewers also preferred doing business with Soda overall. - Reviewers felt that Great Expectations meets the needs of their business better than Soda. - When comparing quality of ongoing product support, reviewers felt that Soda is the preferred option. - For feature updates and roadmaps, our reviewers preferred the direction of Great Expectations over Soda.