YData Synthetic
YData Synthetic: A broad synthetic-data toolkit for multi-format, relational, and time-series generation. Ranked #4 of 28 in Test Data Generation Tools by our editors (8.8/10); pricing: Free plan; best for multi-format and time-series datasets.
At a glance
- Editor score8.8 / 10
- PricingFree plan
- Best forMulti-format and time-series datasets
- Free planYes
- Paid from$1/unit usage-based
- Facts checked20 Sep 2026
Where it wins
- Covers tabular, time-series, multi-table, text, and document generation
- Preserves relationships and foreign keys across multi-table datasets
- Connects with cloud storage, databases, and data platforms
Where it doesn't
- Pay-as-you-go pricing is charged per credit
- Enterprise pricing is described as predictable rather than itemized
- Its broad feature set may exceed the needs of narrow use cases
Our verdict on YData Synthetic
YData Synthetic generates synthetic tabular, time-series, multi-table, database, text, and document datasets. It is designed for data scientists, engineers, analysts, and enterprise teams working on privacy-preserving data sharing, machine-learning training, testing, development, and data augmentation. The product supports generative and bootstrap-based synthesizers, scenario-based generation, relationship preservation, and API generation. It is available across Windows, macOS, Linux, and API environments, and is now documented through the YData SDK.
Pricing is structured around a Free plan, Pay-as-you-go, and Enterprise. The Free plan includes a free monthly credit, 20+ connectors, synthetic data generation, and synthetic database generation. Pay-as-you-go costs $1 per credit and provides all features. Enterprise also provides all features with predictable pricing. This makes the Free plan a practical starting point for evaluating generation workflows, while the paid options are aimed at broader or ongoing requirements. The main pricing consideration is that Pay-as-you-go usage is tied to credits rather than a fixed subscription amount.
Coverage and ecosystem fit are the product’s strongest differentiators. It can generate synthetic documents in PDF, DOCX, and HTML, alongside CSV and Parquet data, and supports privacy levels, anonymization, and calculated features. Integrations include AWS S3, Azure Blob Storage, Azure Data Lake, Google Cloud Storage, Google BigQuery, MySQL, Azure SQL Server, PostgreSQL, Snowflake, Oracle DB, Databricks Unity Catalog, and Databricks Delta Lake. Choose YData Synthetic when one workflow needs multiple data formats, relational structure, time series, and storage or database connectivity. A narrower tool may be a better fit when the requirement is limited to one dataset type.
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YData Synthetic pricing
All 3 YData Synthetic plans and prices →
YData Synthetic fact sheet
| Free plan | Yes |
|---|---|
| Paid from | $1/unit usage-based |
| Generation modes | Not verified |
| Relational data | Yes |
| API data generation | Yes |
| Supported data formats | CSV, Parquet, PDF, DOCX, HTML |
| Deployment | Hybrid |
| Generation limit | Not verified |
| Database connectors | MySQL, Azure SQL Server, PostgreSQL, Snowflake, Oracle DB, Google BigQuery, Databricks Unity Catalog, Databricks Delta Lake |
| Deployment | Cloud, Desktop |
| Platforms | Windows, macOS, Linux |
| Support | Docs |
| Built for | Mid-market, Enterprise (editorial estimate) |
| Integrations | 20+ integrations: AWS S3, Azure Blob Storage, Azure Data Lake, Google Cloud Storage, Google BigQuery, MySQL … |
| Pricing | Free plan (source) |
| Website | ydata.ai |
| Facts checked | 20 Sep 2026 |
YData Synthetic integrations
YData Synthetic lists 20+ integrations on its own site — the 12 named here are the ones its pages call out.
- AWS S3
- Azure Blob Storage
- Azure Data Lake
- Google Cloud Storage
- Google BigQuery
- MySQL
- Azure SQL Server
- PostgreSQL
- Snowflake
- Oracle DB
- Databricks Unity Catalog
- Databricks Delta Lake
Alternatives to YData Synthetic
- MOSTLY AIA broad synthetic-data platform for enterprise relational data teams.9.4
- SynthesizedA database-focused platform for schema-faithful synthetic data and protected test environments.9.2
- Tonic FabricateA flexible choice for AI-assisted relational test data with API and export workflows.9.0
See all YData Synthetic alternatives →
YData Synthetic vs the competition
- YData Synthetic vs MOSTLY AI
- YData Synthetic vs Synthesized
- YData Synthetic vs Tonic Fabricate
- YData Synthetic vs Benerator
- YData Synthetic vs GenRocket
- YData Synthetic vs Synthetic Data Vault
Compare YData Synthetic with any tool side by side →
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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