--- title: Soda Reviews meta\_title: 'Soda Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 55 reviews by the users' company size, role or industry to find out how Soda works for a business like yours. aggregate\_rating: rating\_value: 4.4 review\_count: 55 scale: '5' date\_modified: '2026-08-09' parent\_category: name: IT Management url: https://www.g2.com/categories/it-management --- # Soda Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by Soda but has limited features. Are you part of the Soda team? [Upgrade your plan](https://sell.g2.com) to enhance your branding and engage with visitors to your profile! Most companies struggle to operationalize data governance and quality. Business teams don’t want to manually enforce rules, and engineers get buried in pipeline issues — eroding trust in data and slowing innovation. Soda fixes this with the only end-to-end data quality platform that automates the entire workflow — from detection to resolution — with AI built for data quality. We meet users where they are: - Engineers manage everything as code in Git. - Business users create and review data contracts in a collaborative interface. - Together, they work in a shared, AI-powered workflow to define quality expectations, monitor metrics, and isolate and remediate bad data directly in their environment. By uniting teams, automating with AI, and securing trust at the source, Soda helps organizations like Disney, Nubank, and HelloFresh restore confidence in their data and decisions. Why Soda? - Best AI for Data Quality — purpose-built, faster, and more accurate, with 70% fewer false positives than traditional monitoring. - Unite Business and Engineering — collaborative data contracts that bridge governance and technical workflows. - Securely Isolate and Fix Bad Data — record-level anomaly detection and remediation inside your own environment. Soda brings width and depth to data quality — from every dataset across multiple warehouses to every individual record in a dataset. Join us in building a world where teams trust their data, decisions, and AI. * * * Seller [Soda](https://www.g2.com/sellers/soda) Discussions [Soda Community](https://www.g2.com/products/soda/discuss) Languages Supported English Solution Type Best-of-Breed Overview by Natasha Lauer Show More ## Pricing Pricing provided by Soda. ### Free $0.00 3 Production Datasets Per Month ### Team $750.00 20 Production Datasets Per Month [ View More Pricing Information ](https://www.g2.com/products/soda/pricing) ## Top-Rated Alternatives [ ![Monte Carlo](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Monte Carlo") Monte Carlo 4.3/5(536) ](https://www.g2.com/products/monte-carlo/reviews) [ ![Great Expectations](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Great Expectations") Great Expectations 4.5/5(11) ](https://www.g2.com/products/great-expectations/reviews) [ ![Anomalo](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Anomalo") Anomalo 4.4/5(44) ](https://www.g2.com/products/anomalo/reviews) [ View All Alternatives ](https://www.g2.com/products/soda/competitors/alternatives) ## User Insights Average based on 55 real user reviews. Implementation Time 3 months Perceived Cost $$$$$ Typical contract price $0k - $0k [Sign in to view](/login) Per Month [Log in to unlock pricing and user insights](/login) MM Madhusudhan M. System Engineer Mid-Market (51-1000 emp.) 4/20/2023 "Thoughts about Soda.io" 5/5 What do you like best about Soda? It has the best User Interface to use. It is the best tool for performing data operations. It is very useful for data engineers to identify issues where automation cannot. Review collected by and hosted on G2.com. What do you dislike about Soda? There is no problem with Soda.io, it's working fine with me if any will update. Review collected by and hosted on G2.com. What problems is Soda solving and how is that benefiting you? It is mainly used to identify the issues in data quality. It is very easy to integrate other tools with it. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Sunil K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sunil K.") SK Sunil K. SW/App/Cloud Tech Support Analyst Small-Business (50 or fewer emp.) 4/18/2023 "Soda.io is a data observability platform" 4.5/5 What do you like best about Soda? Soda.io helps to find, analyze, and resolve data related issues. It offers open-source tools and a cloud service that can monitor and manage data quality across all data sources. Review collected by and hosted on G2.com. What do you dislike about Soda? There is nothing to share any dislike about Soda.io Review collected by and hosted on G2.com. What problems is Soda solving and how is that benefiting you? It allows data teams to define and align on data quality expectations and agreements between different domains. Also,It increases the trust and confidence in data products and services. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Online Media](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Online Media") IO Verified User in Online Media Mid-Market (51-1000 emp.) 4/11/2023 "A self-serving data quality authentication tool!!" 3.5/5 What do you like best about Soda? It helped firstly to identify data issues and directly notified the team about the issues or irregularities. The major factor I loved was the self-service capabilities. Review collected by and hosted on G2.com. What do you dislike about Soda? The user interface is not not up to the mark. It need a lot of revamp and needs to be structured for a good experience. The tool feels a bit laggy as well for the end user. Review collected by and hosted on G2.com. What problems is Soda solving and how is that benefiting you? The data observability with easy instrumentation made it a great way to go. It overall helped us with some integrations as well and was a smooth experience. Has great perks. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") UI Verified User in Information Technology and Services Small-Business (50 or fewer emp.) 4/17/2023 "Used the tool for data issues." 3.5/5 What do you like best about Soda? Better tool to monitor the quality of the data sources. It also provides end to end observability. Review collected by and hosted on G2.com. What do you dislike about Soda? It might be difficult for a person who is new to this. User interface is good but could have been better. Review collected by and hosted on G2.com. What problems is Soda solving and how is that benefiting you? Used to tackle the data quality problems. Integration with other tools is also easy which is very useful. Review collected by and hosted on G2.com. Show More 4/26/2023 Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Furniture](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Furniture") IF Verified User in Furniture Enterprise (\> 1000 emp.) 4/3/2023 "Decent product to start with" 2.5/5 What do you like best about Soda? The overall documentation and the reusability of the tolls works well Review collected by and hosted on G2.com. What do you dislike about Soda? Very typical for the new member to understand and implementation Review collected by and hosted on G2.com. What problems is Soda solving and how is that benefiting you? This was integrated to identify the quality checks in the data in our data pipelines to assure the behaviour of the data. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ## Pricing Options Pricing provided by Soda. ### Free $0.00 3 Production Datasets Per Month ### Team $750.00 20 Production Datasets Per Month ### Enterprise Contact Us Per Year [ View More Pricing Information ](https://www.g2.com/products/soda/pricing) Soda Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_c65ac89841c16d97c93c5ac19ee6970a/great-expectations.png "Product Avatar Image") Great Expectations 4.5/5(11) [ Compare Now ](https://www.g2.com/compare/great-expectations-vs-soda) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_1f8ef3ea8e49dda40fdea78ef1ff37b9/monte-carlo.png "Product Avatar Image") Monte Carlo 4.3/5(536) [ Compare Now ](https://www.g2.com/compare/monte-carlo-vs-soda) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_017ca5b65bc8cc79fa434f2716af16ee/dbt.png "Product Avatar Image") dbt 4.7/5(209) [ Compare Now ](https://www.g2.com/compare/soda-vs-dbt) ##### ##### Soda Features Functionality Identification Normalization Data Matching Management Reporting Quality Audits Dashboard Generative AI AI Text Generation AI Text Summarization [ View More Features ](https://www.g2.com/products/soda/features) ##### Categories on G2 [Data Quality](https://www.g2.com/categories/data-quality)[Data Observability](https://www.g2.com/categories/data-observability) ##### Explore More [Which RO-I software has the best reviews](https://www.g2.com/discussions/which-ro-i-software-has-the-best-reviews)[Which patient identity resolution platforms work best for a hospital system trying to eliminate duplicate patient records and improve matching accuracy?](https://www.g2.com/discussions/which-patient-identity-resolution-platforms-work-best-for-a-hospital-system-trying-to-eliminate-duplicate-patient-records-and-improve-matching-accuracy)[What platform provides secure remote desktop sharing?](https://www.g2.com/discussions/what-platform-provides-secure-remote-desktop-sharing) [Popular options for demo automation software for desktop](https://www.g2.com/discussions/popular-options-for-demo-automation-software-for-desktop)[Best HR software options for startups](https://www.g2.com/discussions/best-hr-software-options-for-startups)[Pros and Cons Details](https://www.g2.com/products/soda/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)