Tonic Fabricate vs YData SDK
| Tonic Fabricate | YData SDK | |
|---|---|---|
| Free plan | Yes | Yes |
| Paid from | $29/mo | Free |
| Platforms | api, self-hosted, Web | api, Linux, macOS, self-hosted, Windows |
| Free plan | Yes | Yes |
| Paid from | 29 /mo | |
| Generation modes | synthetic | |
| Relational data | Yes | Yes |
| API data generation | Yes | Yes |
| Supported data formats | CSV, JSON, XML, SQL, PDF, DOCX, EML, relational databases, Apache Avro, Apache Iceberg, Apache Parquet | CSV, Parquet, PDF, DOCX, HTML |
| Deployment | hybrid | hybrid |
| Database connectors | PostgreSQL, MySQL, Oracle, SQL Server, MongoDB, Snowflake, Databricks | MySQL, Azure SQL Server, PostgreSQL, Snowflake, Oracle DB, Google BigQuery, Databricks Unity Catalog, Databricks Delta Lake |
| Deployment options | hybrid | |
| Synthetic data generation | Yes | |
| Data masking | Yes | |
| Data subsetting | Yes | |
| Refresh automation | automated | |
| Deployment model | hybrid | |
| API access | Yes | Yes |
| Data modalities | tabular, time-series, relational databases, text corpus, documents, question-and-answer pairs | |
| Privacy technique | both | |
| Output formats | PDF, DOCX, HTML |
Listed together in Best Test Data Generation Tools