Synthetic Data Vault vs YData SDK
| Synthetic Data Vault | YData SDK | |
|---|---|---|
| Free plan | Yes | Yes |
| Free trial | No | |
| Paid from | $250/mo | Free |
| Platforms | api, self-hosted | api, Linux, macOS, self-hosted, Windows |
| Free plan | Yes | Yes |
| Generation modes | synthetic | |
| Relational data | Yes | Yes |
| API data generation | Yes | Yes |
| Supported data formats | CSV, Excel, pandas DataFrame, JSON metadata | CSV, Parquet, PDF, DOCX, HTML |
| Deployment | self-hosted | hybrid |
| Database connectors | AlloyDB, BigQuery, MSSQL, Oracle, PostgreSQL, Spanner | MySQL, Azure SQL Server, PostgreSQL, Snowflake, Oracle DB, Google BigQuery, Databricks Unity Catalog, Databricks Delta Lake |
| Data modalities | tabular, time-series, relational databases, text corpus, documents, question-and-answer pairs | |
| Privacy technique | both | |
| API access | Yes | |
| Output formats | PDF, DOCX, HTML |
Listed together in Best Test Data Generation ToolsBest Synthetic Data Generation Software