Tonic.ai vs YData SDK
Tonic.ai
tonic.ai
YData SDK
ydata.aiSide by side
| Figure | Tonic.ai | YData SDK |
|---|---|---|
| Price from | $29/mo | Free |
| Free plan | — | Yes |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | — |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 7 | 3 |
| Spec score · Data De-Identification Tools | 7.3 (#5) | 7.9 (#3) |
| Spec score · Synthetic Data Generation Software | 7.3 (#22) | 7.9 (#10) |
| Headquarters | San Francisco, California, United States | Seattle, USA |
| Integrations | Listed integrations and sources include PostgreSQL, MySQL, MariaDB, SQL Server, MongoDB, Snowflake, BigQuery, Redshift, Databricks, Salesforce, and flat files. | Documented connectors include local files, Amazon S3, Azure Blob Storage, Google Cloud Storage, BigQuery, Microsoft SQL Server, MySQL, Snowflake, and Databricks. |
| Security | Tonic says employees do not access customer data and the platform does not store it; its controls include least-privilege access and an independently maintained SOC 2 report. | YData states that it is a SOC 2 Type 2 certified company. |
| Support | Fabricate Free support is via Discord, Plus support is via Discord and email, and Fabricate Enterprise includes dedicated customer support. | The SDK documentation directs users to contact YData for support and other inquiries. |
Plans
Tonic.ai
- Fabricate Plus$29 a month
- Fabricate EnterprisePriced on request
- Fabricate FreePrice not published
- Structural EnterprisePriced on request
- Structural ProfessionalPriced on request
- Textual EnterprisePriced on request
- Textual Pay-as-you-goPriced on request
In their own words
Tonic.ai
Tonic.ai is a synthetic data platform for software development, testing, and AI model training. Its suite includes Fabricate for generating synthetic data, Structural for transforming production data into test data, and Textual for redacting or synthesizing unstructured data. Fabricate’s Data Agent can generate relational databases and unstructured datasets through conversational prompts; the pricing page also lists mock APIs. Structural detects personal and health information, applies masking and synthesis while preserving relationships, and supports database subsetting with referential integrity. Textual provides automatic redaction, reversible tokenization, optional synthetic replacement, and Python SDK and REST API workflows. Listed sources include PostgreSQL, MySQL, MariaDB, SQL Server, MongoDB, Snowflake, BigQuery, Redshift, Databricks, Salesforce, and flat files. Textual lists native support for formats such as PDF, DOCX, images, spreadsheets, and JSON. Tonic says employees do not access customer data and that the platform does not store it; its controls include least-privilege access and an independently maintained SOC 2 report. Fabricate offers a free plan and a Plus plan at $29 a month. Structural Professional is limited to 10TB of source data, 10 users, and two source types.