Soda vs Zoho DataPrep
Soda
soda.io
Zoho DataPrep
zoho.comSide by side
| Figure | Soda | Zoho DataPrep |
|---|---|---|
| Price from | $750/mo | Free |
| Free plan | Yes | Yes |
| Free trial | — | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| Linux | Yes | — |
| API | Yes | Yes |
| Self-hosted | Yes | — |
| Plans published | 3 | 3 |
| Spec score · Data Preparation for Analytics | 8.6 (#7) | 7.2 (#14) |
| Founded | 2019 | 1996 |
| Headquarters | Chicago, Illinois, United States; Brussels, Belgium | Austin, Texas, USA |
| Integrations | Soda advertises integrations with data-stack tools, catalogs, orchestration systems, incident-management tools and CI/CD workflows. | Zoho lists more than 70 data sources, including Zoho CRM, Zoho Analytics, Salesforce, Google Drive, OneDrive, and Snowflake. |
| Intended users | Soda describes its workflow as serving data engineers, data producers and consumers, governance teams, and platform teams. | Zoho presents DataPrep for data analysts, business users, data engineers, and data scientists. |
| Purpose | Soda is a data quality platform for monitoring data quality, catching problems early, understanding issues at source, and taking action. | Zoho DataPrep is an AI-powered, no-code data preparation and ETL platform for connecting, cleaning, transforming, enriching, and moving data. |
| Security compliance | Soda’s Trust Center lists SOC 2 Type 2, DORA and GDPR compliance materials, including a penetration-test report and SOC 2 report. | Zoho states that DataPrep holds ISO/IEC 27001, ISO/IEC 27107, and ISO/IEC 27018 certifications and is GDPR and SOC2+HIPAA compliant. |
| Support | Soda lists premium support as an Enterprise feature and provides a support contact at [email protected]. | Free-plan support includes email and user forums; Standard includes 8x5 email and phone support, while Enterprise is eligible for optional 24x5 premium email and phone support. |
Plans
In their own words
Soda
Soda is a data quality platform for monitoring production data, testing data through development and deployment, and investigating issues. Its machine-learning-powered observability looks for unexpected changes without requiring every rule to be set in advance. Teams can test data during development, deployment, transformation, and CI/CD workflows. Data contracts let producers and consumers specify expected schemas, data types, value ranges, and other constraints. Soda lists integrations including Databricks, Snowflake, PostgreSQL, Airflow, dbt, Slack, Microsoft Teams, Jira, and PagerDuty, and offers three deployment models for different infrastructure and privacy needs. Its listed database support includes Athena, BigQuery, Databricks SQL, Dremio, DuckDB, Fabric, MySQL, Oracle, PostgreSQL, Redshift, Spark Dataframe, Snowflake, SQL Server, Synapse, and Trino. The Free plan is free and includes pipeline testing, metrics observability, and alerting and ticketing integrations. Team is $750 a month; Enterprise has no listed price. Soda lists SOC 2 Type 2, SOC 3, DORA, and GDPR under compliance. It was founded in 2019 and lists locations in Chicago, Illinois, and Brussels, Belgium.
Zoho DataPrep
Zoho DataPrep is a cloud-based, no-code platform for preparing data and moving it through ETL workflows. It connects, cleans, transforms, enriches, and transfers data. Its preparation studio includes more than 250 transforms for reshaping and blending datasets. Ask Zia takes natural-language instructions, can create transformations, and can assist with pipeline scheduling. Zoho lists more than 70 data sources, including Zoho CRM, Salesforce, Google Drive, and Snowflake. Pipelines can run as often as hourly, and failed jobs can be backfilled. Imported and intermediate dataset rows both count toward monthly processed-row usage, which resets each billing cycle. The Free plan covers one user and 20,000 rows per month, with manual imports and exports only. It is available through web and API. Zoho lists a 15-day trial and paid plans from $40/mo (annual).