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Soda description
Soda is a data quality platform designed for modern data stacks. It helps businesses ensure their data is accurate, reliable, and trustworthy by enabling data teams to test, monitor, and resolve data issues early on. Soda offers a range of features, including built-in data quality checks, a user-friendly language for defining custom checks, and integrations with popular data tools. Its focus on collaboration and clear visualization of data quality helps bridge the gap between technical and non-technical users, ensuring everyone has access to dependable data.
Who is Soda best for
Soda is a data quality platform built for modern data stacks. It helps data teams ensure data accuracy and reliability by enabling them to test, monitor, and resolve data issues early on. Users appreciate its flexibility for custom data quality tests and ease of use, while some note limitations in customization options and the free tier. Soda offers both open-source and paid versions, catering to diverse needs and budgets.
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Ideal for medium to large businesses (101+ employees) seeking enhanced data reliability.
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Particularly well-suited for Finance, Banking, Insurance, Retail, and Software/IT.
Soda features
Supported Soda supports data quality management with its Soda Checks Language and integrations. |
Supported Soda supports defining and enforcing data quality rules using SodaCL within the data warehouse. |
Supported Soda integrates with other tools to enhance data management, as seen with Alation and Secoda. |
Supported Soda facilitates identifying and resolving data quality issues, including their root causes. |
Supported Soda supports setting up alerts for data changes or anomalies via notification rules. |
Soda reviews
We've summarised 53 Soda reviews (Soda G2 reviews) and summarised the main points below.
- Flexible and dynamic, allowing custom data quality tests.
- Easy to use and user-friendly.
- Supports various data sources (Salesforce, Snowflake, S3, BigQuery).
- Open-source (Soda Core) and paid versions available.
- Good documentation and community support.
- Limited customization options, especially for checks.
- Soda Cloud's free tier is limited.
- Difficult to integrate with Dagster.
- Lack of observability features in Soda Core.
- Python library conflicts can occur during integration.
Soda alternatives
Soda FAQ
Soda is a data quality platform built for modern data stacks. It empowers data teams to define, test, and monitor data quality, ensuring reliable and trustworthy data. Soda offers a user-friendly interface and integrates with popular data tools. Its collaborative approach allows both technical and non-technical users to access and maintain high-quality data.
What is Soda and what does Soda do?
Soda is a data quality platform built for modern data stacks. It empowers data teams to define, test, and monitor data quality, ensuring reliable and trustworthy data. Soda offers a user-friendly interface and integrates with popular data tools. Its collaborative approach allows both technical and non-technical users to access and maintain high-quality data.
Soda integrates with various data tools to enhance data management. It connects with tools like Alation and Secoda, enabling streamlined workflows and improved data quality monitoring across the data stack. It also supports various data sources including Salesforce, Snowflake, S3, and BigQuery.
How does Soda integrate with other tools?
Soda integrates with various data tools to enhance data management. It connects with tools like Alation and Secoda, enabling streamlined workflows and improved data quality monitoring across the data stack. It also supports various data sources including Salesforce, Snowflake, S3, and BigQuery.
Soda faces competition from several data quality and observability platforms. Key competitors include Databricks Data Intelligence Platform, Rudol, and Avo. Other alternatives, like Looker and Acho, offer overlapping functionalities in business intelligence and data application development. Data Quality Monitoring with Datachecks also presents a direct competitive solution.
What the main competitors of Soda?
Soda faces competition from several data quality and observability platforms. Key competitors include Databricks Data Intelligence Platform, Rudol, and Avo. Other alternatives, like Looker and Acho, offer overlapping functionalities in business intelligence and data application development. Data Quality Monitoring with Datachecks also presents a direct competitive solution.
Yes, Soda is a legitimate data quality platform. User reviews highlight its flexibility, ease of use, and support for various data sources. While some users mention limited customization and a restricted free tier, Soda offers both open-source and paid versions to cater to different needs, ensuring data is safe and reliable.
Is Soda legit?
Yes, Soda is a legitimate data quality platform. User reviews highlight its flexibility, ease of use, and support for various data sources. While some users mention limited customization and a restricted free tier, Soda offers both open-source and paid versions to cater to different needs, ensuring data is safe and reliable.
I couldn't find pricing details for Soda. For the most current information on product pricing and whether it's worth the investment, visit Soda's official website or contact their sales team.
How much does Soda cost?
I couldn't find pricing details for Soda. For the most current information on product pricing and whether it's worth the investment, visit Soda's official website or contact their sales team.
Soda's customer service receives positive feedback for its responsive and helpful community support, particularly on Slack. Users appreciate the quick action taken on reported bugs and the overall smooth experience. However, some have noted occasional delays in support.
Is Soda customer service good?
Soda's customer service receives positive feedback for its responsive and helpful community support, particularly on Slack. Users appreciate the quick action taken on reported bugs and the overall smooth experience. However, some have noted occasional delays in support.
Reviewed by
Michal has worked at startups for many years and writes about topics relating to software selection and IT management. As a former consultant for Bain, a business advisory company, he also knows how to understand needs of any business and find solutions to its problems.
Tymon is a seasoned CTO who loves finding the perfect tools for any task. He recently headed up the tech department at Batmaid, a well-known Swiss company, where he managed about 60 software purchases, including CX, HR, Payroll, Marketing automation and various developer tools.
An AI tool that observes your work, finds inefficiencies, and suggests smarter ways to do things. Maybe you can use your tools better, automate tasks, or switch software.