--- 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 Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users value the **real-time insights and streamlined data quality tasks** provided by Soda, enhancing team alignment on data integrity. [(2 mentions)](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045350&qs=pros-and-cons#reviews) Users value the **responsive customer support** from the Soda team via Slack, enhancing their overall experience. [(1 mentions)](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045844&qs=pros-and-cons#reviews) Users love the **customization options** in Soda, enabling tailored data quality tests to meet their needs. [(1 mentions)](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045826&qs=pros-and-cons#reviews) Users value Soda for its **intuitive interface and real-time insights** , enhancing data management and team alignment. [(1 mentions)](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045854&qs=pros-and-cons#reviews) Users appreciate the **ease of use** of Soda, enabling quick access to essential information and streamlined data management. [(1 mentions)](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1046104&qs=pros-and-cons#reviews) Users find the **limited functionality** of Soda restricts advanced features, making it less suitable for specific project management needs. [(2 mentions)](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045534&qs=pros-and-cons#reviews) Users find the **limited access control** hinder productive use of advanced features tailored for project managers. [(1 mentions)](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1046397&qs=pros-and-cons#reviews) Users express concern over **access issues** , finding advanced features underutilized and wishing for simplified tools tailored to their needs. [(1 mentions)](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1046290&qs=pros-and-cons#reviews) Users feel that Soda's **data management issues** require better automation and integration of advanced data quality testing features. [(1 mentions)](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1046054&qs=pros-and-cons#reviews) Users feel that the **limited features** in Soda hinder their ability to fully optimize their project management tasks. [(1 mentions)](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1044961&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Soda ##### 1. Data Quality Users value the **real-time insights and streamlined data quality tasks** provided by Soda, enhancing team alignment on data integrity. [ See 2 mentions ](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045350&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.5/5 "A Handy Tool for Project Managers with Limited Usage" What do you like about Soda? Soda offers a clean and intuitive interface that makes it easy for me to quickly access the information I need as a project manager. I appreciate how ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") C Verified User Enterprise (\> 1000 emp.) 4.0/5 "Flexible Data Quality Testing" What do you like about Soda? Soda has multiple offerings, including an open source implementation, which allows customers to use the tool and the underlying technology without goi ##### 2. Customer Support Users value the **responsive customer support** from the Soda team via Slack, enhancing their overall experience. [ See 1 mentions ](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045844&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") I Verified User Enterprise (\> 1000 emp.) 4.0/5 "Excellent response to queries and issues" What do you like about Soda? The Soda team's willingness to provide support to us via Slack has been a boon. Interacting directly with the Soda product team in the tool we already ##### 3. Customization Users love the **customization options** in Soda, enabling tailored data quality tests to meet their needs. [ See 1 mentions ](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045826&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") C Verified User Enterprise (\> 1000 emp.) 4.0/5 "Flexible Data Quality Testing" What do you like about Soda? Soda has multiple offerings, including an open source implementation, which allows customers to use the tool and the underlying technology without goi ##### 4. Data Management Users value Soda for its **intuitive interface and real-time insights** , enhancing data management and team alignment. [ See 1 mentions ](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045854&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.5/5 "A Handy Tool for Project Managers with Limited Usage" What do you like about Soda? Soda offers a clean and intuitive interface that makes it easy for me to quickly access the information I need as a project manager. I appreciate how ##### 5. Ease of Use Users appreciate the **ease of use** of Soda, enabling quick access to essential information and streamlined data management. [ See 1 mentions ](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1046104&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.5/5 "A Handy Tool for Project Managers with Limited Usage" What do you like about Soda? Soda offers a clean and intuitive interface that makes it easy for me to quickly access the information I need as a project manager. I appreciate how ### 5 Cons or Disadvantages of Soda ##### 1. Limited Functionality Users find the **limited functionality** of Soda restricts advanced features, making it less suitable for specific project management needs. [ See 2 mentions ](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045534&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.5/5 "A Handy Tool for Project Managers with Limited Usage" What do you dislike about Soda? As a project manager with limited access, some advanced features feel underutilized or not entirely relevant to my daily tasks. It would be great if t ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") C Verified User Enterprise (\> 1000 emp.) 4.0/5 "Flexible Data Quality Testing" What do you dislike about Soda? Soda's paid offerings could be more turnkey in the sense of automated data quality testing, including integrating some more Machine Learning based Dat ##### 2. Access Control Users find the **limited access control** hinder productive use of advanced features tailored for project managers. [ See 1 mentions ](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1046397&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.5/5 "A Handy Tool for Project Managers with Limited Usage" What do you dislike about Soda? As a project manager with limited access, some advanced features feel underutilized or not entirely relevant to my daily tasks. It would be great if t ##### 3. Access Issues Users express concern over **access issues** , finding advanced features underutilized and wishing for simplified tools tailored to their needs. [ See 1 mentions ](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1046290&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.5/5 "A Handy Tool for Project Managers with Limited Usage" What do you dislike about Soda? As a project manager with limited access, some advanced features feel underutilized or not entirely relevant to my daily tasks. It would be great if t ##### 4. Data Management Issues Users feel that Soda's **data management issues** require better automation and integration of advanced data quality testing features. [ See 1 mentions ](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1046054&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") C Verified User Enterprise (\> 1000 emp.) 4.0/5 "Flexible Data Quality Testing" What do you dislike about Soda? Soda's paid offerings could be more turnkey in the sense of automated data quality testing, including integrating some more Machine Learning based Dat ##### 5. Limited Features Users feel that the **limited features** in Soda hinder their ability to fully optimize their project management tasks. [ See 1 mentions ](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1044961&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.5/5 "A Handy Tool for Project Managers with Limited Usage" What do you dislike about Soda? As a project manager with limited access, some advanced features feel underutilized or not entirely relevant to my daily tasks. It would be great if t ## Top-Rated Alternatives [ ![Monte Carlo](https://images.g2crowd.com/uploads/product/hd_favicon/4ee77be496500644e055bc774924d023/monte-carlo.svg "Monte Carlo") Monte Carlo 4.3/5(536) ](https://www.g2.com/products/monte-carlo/reviews) [ ![Great Expectations](https://images.g2crowd.com/uploads/product/hd_favicon/321f1fcf10cf80906774d79401375343/great-expectations.svg "Great Expectations") Great Expectations 4.5/5(11) ](https://www.g2.com/products/great-expectations/reviews) [ ![Anomalo](https://images.g2crowd.com/uploads/product/hd_favicon/40db1259c5ed0bc7a1b41544f2917478/anomalo.svg "Anomalo") Anomalo 4.4/5(44) ](https://www.g2.com/products/anomalo/reviews) [ View All Alternatives ](https://www.g2.com/products/soda/competitors/alternatives) ![Verified User in Consulting](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Consulting") UC Verified User in Consulting Enterprise (\> 1000 emp.) 10/21/2024 "A Handy Tool for Project Managers with Limited Usage" 4.5/5 What do you like best about Soda? Soda offers a clean and intuitive interface that makes it easy for me to quickly access the information I need as a project manager. I appreciate how it streamlines data quality tasks and provides real-time insights, which helps keep the team aligned on data integrity. Even as a limited user, I find the tool effective in supporting quality-related data management needs. Review collected by and hosted on G2.com. What do you dislike about Soda? As a project manager with limited access, some advanced features feel underutilized or not entirely relevant to my daily tasks. It would be great if there were more simplified, role-specific views or tools for project managers who may not need full access to all functionalities." Review collected by and hosted on G2.com. What problems is Soda solving and how is that benefiting you? Soda helps ensure data quality and accuracy, which is crucial for keeping our projects on track. By catching potential data issues early, it prevents delays and ensures that the team works with reliable information. As a project manager, this gives me confidence in our reports and reduces the risk of unexpected problems later in the project. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") CI Verified User in Information Technology and Services Enterprise (\> 1000 emp.) 10/7/2024 "Flexible Data Quality Testing" 4/5 What do you like best about Soda? Soda has multiple offerings, including an open source implementation, which allows customers to use the tool and the underlying technology without going straight to purchasing a license. The tool is very flexible and dynamic as you can write your own data quality tests, but also supports many common tests out of box. Review collected by and hosted on G2.com. What do you dislike about Soda? Soda's paid offerings could be more turnkey in the sense of automated data quality testing, including integrating some more Machine Learning based Data Quality tests that are dynamic in nature. Review collected by and hosted on G2.com. What problems is Soda solving and how is that benefiting you? We have been able to recommend Soda to customers looking for lightweight data quality testing tools that still provide some quality of life improvements over free alternatives. Soda has been able to improve the time to recovery for support operations as it alerts on quality issues (silent errors) and provides all the information required to coduct an RCA. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Rahul S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rahul S.") RS Rahul S. Principal Data Engineer Mid-Market (51-1000 emp.) 8/27/2024 "Preferred choice for Data quality & contracts" 5/5 What do you like best about Soda? 1. It is very easy to write Soda data contracts & quality tests in YAML format. This will be a significant productivity booster, especially for non-developers. 2. No heavy software installation or extensive configuration was required while integrating Soda core with our Airflow based data pipelines, making it faster to get started. 3. We easily integrated with various source and target systems for our data pipelines, like: Salesforce, Snowflake, S3, BigQuery. 4. Soda Data Contracts allowed us to formalize expectations between data producers and consumers, ensuring data quality across pipelines. 5. Soda helped us to catch data issues in real-time, which is essential in environments where data accuracy is critical. This feature is integrated with PagerDuty, providing timely notifications to on-call support team. 6. Soda provided us built-in anomaly detection, helping identify data issues that might not be captured by predefined checks, thus adding a layer of robustness to data quality efforts. 7. Soda Core is free and open-source, making it accessible for teams that want to implement data quality checks without incurring additional costs. 8. Community support: We encountered a bug while writing data quality tests. When we reported to Soda community Slack, the issue was quickly investigated, acknowledged & a bug was created. We were really happy with the quick action. 9. Our data quality checks run frequently on a daily basis as being part of a DAG in Airflow. Review collected by and hosted on G2.com. What do you dislike about Soda? 1. No integration with Data Hub (open source tool for Data observability) 2. The bug that we encountered in Soda core was quite intuitive and should have not existed in first place. 3. While Soda Core is free, the more advanced features require a commercial license. 4. With Soda offerings, we have a huge risk of vendor lock-in. Review collected by and hosted on G2.com. What problems is Soda solving and how is that benefiting you? Data contracts & data quality (governance). We would like it to integrate with Data hub, after which we can use it for Data observability as well. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite AM Ashish M. Data Quality Engineer Mid-Market (51-1000 emp.) 3/1/2024 "Soda a unique data quality testing platform within and beyond data pipelines" 5/5 What do you like best about Soda? Soda is one of the best quality platform avilable for performing high quality data assertions. I have been looking for some easy to use, comprenhensive and easily integratible solution in my organization as i am a data quality engineer and the variety and data quality is topmost for the customers which we serve.Some of the appreciable features Soda i have found while working with is ease of integration with yaml format, querible data assertions tests, reliable data profiling along with quality and scope with multiple integration channels like teams and others. It has extensive freshness checks with a simple grammer for even a business user to understand and implement quickly.We are also planning to integrate soda cloud features and using the soda capabilities to govern data products quality and observability. Review collected by and hosted on G2.com. What do you dislike about Soda? Not any such, but it would be more extensive if some of the tests escape due to wrong information such as invalid coulmns then rest can be carried upon. Review collected by and hosted on G2.com. What problems is Soda solving and how is that benefiting you? We come across a lot of datasets and data products in solving business problems on day to day basis .Soda has unique data quality assetions checks which we found useful. One of the usecase we found that its possible to extend multiple data depot sources quality with soda. Other problem is around data profiling with multiple metrices which are inherited in soda profiling checks. We have to run data quality checks multiple times and consistently to check variness of data over time where soda is really helpful. Review collected by and hosted on G2.com. Show More Response from Janet Revell of Soda [Editedit](https://www.g2.com/survey_responses/soda-review-9365812/official_response/edit) Terrific! Thanks for your feedback. I'm glad to hear Soda working well for you so far. 6/4/2024 Current UserValidated ReviewerIncentivizedSource: Seller invite ![Verified User in Retail](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Retail") AR Verified User in Retail Enterprise (\> 1000 emp.) 8/28/2024 "Very easy to use" 4/5 What do you like best about Soda? The best part about Soda is the ease of use of the tool. Once datasets are connected, its easy to plug in any checks or contracts that the business would want. It is very user friendly and easy to follow, making it fool proof for any business user, no matter the tech level. Soda also allows for a full range of collaboration. It takes questions out of emails and allows users to be in discussions around the quality of their data in the platform. Review collected by and hosted on G2.com. What do you dislike about Soda? The collaboration and notes on checks. I think Soda would benefit from having a description field on the check to allow users to have context on what a check is for without opening up the check. Review collected by and hosted on G2.com. What problems is Soda solving and how is that benefiting you? Soda is streamlining our data quality process and awareness. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Rajmani A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rajmani A.") RA Rajmani A. Computer Scientist 2 Mid-Market (51-1000 emp.) 8/27/2024 "Soda Data Quality and Reconciliation" 4.5/5 What do you like best about Soda? Soda is an impressive tool for maintaining data quality, offering a straightforward yet powerful approach to monitoring and ensuring the integrity of data. I liked Soda Checks Language (SodaCL). It's very powerful in defining threshold and metrics and performing validation with no-code. Review collected by and hosted on G2.com. What do you dislike about Soda? Supports of search datasource like elasticsearch/opensearch was not supported. Guide for adding new datasource documentation would be very helpful. Review collected by and hosted on G2.com. What problems is Soda solving and how is that benefiting you? Soda is solving challenges with data quality and integrity when present in a single source or even moving among multiple sources. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Gaurav M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Gaurav M.") GM Gaurav M. Data Engineer Enterprise (\> 1000 emp.) 8/7/2024 "Soda: The Best and Flexible DQT (Data Quality tool)" 3.5/5 What do you like best about Soda? I really like the flexible yaml configuration that soda provide to configure dqt checks. Also I find it's easy and smooth integration with other data tools like airflow(for orchestration) , databricks etc. that make it's integration and adoption very fast Review collected by and hosted on G2.com. What do you dislike about Soda? Nothing as of now, sometime there is slight delay in support over slack community `soda-core` channel Review collected by and hosted on G2.com. What problems is Soda solving and how is that benefiting you? Since our company data tech stack is already on databricks and airflow, we were able to integrate soda in our existing framework very fast and provide necessary data quality check that warns us beforehand only before publishing org wise reports. In a short time, Soda checks generates a good value in our org. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Juan Manuel L.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Juan Manuel L.") JL Juan Manuel L. BI Consultant Information Technology and Services Mid-Market (51-1000 emp.) 2/29/2024 "Soda.io - Excellent Data Quality Tool" 5/5 What do you like best about Soda? One of the advantages that the tool offers is its flexibility to incorporate quality checks in the data. This allows the company's decision-making process to be improved. In addition, among other advantages we can mention its ease of use, even for non-technical users. We can also say that the platform facilitates collaboration between different team members. Review collected by and hosted on G2.com. What do you dislike about Soda? Soda's main difficulty is its learning curve. Although it has a relatively user-friendly interface, users new to the area of ​​data analysis have difficulty understanding data quality checks, among other things, which makes the degree of success obtained during learning is not adequate. Review collected by and hosted on G2.com. What problems is Soda solving and how is that benefiting you? Mainly, Soda is a tool for solving business problems related to data quality. With this tool, quality problems can be solved, such as automating missing value checks, saving time and resources. It also allows you to improve the decision-making process by having reliable data. Review collected by and hosted on G2.com. Show More Response from Janet Revell of Soda [Editedit](https://www.g2.com/survey_responses/soda-review-9363541/official_response/edit) Thanks for your feedback, Juan Manuel. It's really helpful to hear your experience starting out and that it could be tricky for users new to the data quality space. We are, as we speak, working on making that learning curve less steep. Thanks! Current UserValidated ReviewerIncentivizedSource: Seller invite ![Verified User in Food Production](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Food Production") IF Verified User in Food Production Enterprise (\> 1000 emp.) 10/7/2024 "Excellent response to queries and issues" 4/5 What do you like best about Soda? The Soda team's willingness to provide support to us via Slack has been a boon. Interacting directly with the Soda product team in the tool we already use internally means we get high quality responses to our questions. Review collected by and hosted on G2.com. What do you dislike about Soda? There is nothing I particularly dislike about Soda. Disliking software is a strange thing to do. Review collected by and hosted on G2.com. What problems is Soda solving and how is that benefiting you? Validating data Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Mihai S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mihai S.") MS Mihai S. Founder / CTO Small-Business (50 or fewer emp.) 6/17/2024 "Interesting but hard to integrate in Dagster" 3/5 What do you like best about Soda? The documentation is good in regards to metrics and some of the metrics are interesting and new to us. We can learn a lot from them. Review collected by and hosted on G2.com. What do you dislike about Soda? 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 popular pipeline tools + databases. Soda is a cool name but if you try searching for Soda on google you will immediately understand why it isn't a great one. Review collected by and hosted on G2.com. What problems is Soda solving and how is that benefiting you? We integrate a lot of datasources, this makes it harder sometimes to write proper tests. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ##### Categories on G2 [Data Quality](https://www.g2.com/categories/data-quality)[Data Observability](https://www.g2.com/categories/data-observability) ##### Explore More [What is the best employee engagement software?](https://www.g2.com/discussions/what-is-the-best-employee-engagement-software)[What's the best app for handling purchasing in a tech company](https://www.g2.com/discussions/what-s-the-best-app-for-handling-purchasing-in-a-tech-company)[Best cloud-based CMMS solution](https://www.g2.com/discussions/what-s-the-best-cloud-based-cmms-solution) [Best AI assistants for reducing support ticket volumes](https://www.g2.com/discussions/what-are-the-best-ai-assistants-for-reducing-support-ticket-volumes)[Most popular CDP solutions for a growing tech business](https://www.g2.com/discussions/most-popular-cdp-solutions-for-a-growing-tech-business)[Pros and Cons Details](https://www.g2.com/products/soda/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)