PROVIDER PROFILE
Tonic
Synthetic generation and test-data products.
This profile explains where to start a comparison; it is not a hands-on performance review or a claim that this provider is the best for every buyer.
What to evaluate.
Choose the specific Tonic product: generation, structured masking and text de-identification have different pricing.
Published facts.
| Field | Published scope | Source |
|---|---|---|
| Work it covers | Fabricate generates relational and unstructured data; Structural manages protected test data | Official source ↗ |
| Access / deployment | Fabricate cloud; enterprise/self-hosted options vary by product | Official source ↗ |
| Published price or buying route | Fabricate Free: $5 monthly credits; Plus $29/month with $25 credits | Official source ↗ |
| Scope or limit to check | Extra usage is metered; do not apply Fabricate's tariff to Structural | Official source ↗ |
Published terms checked 2026-11-10. These are vendor statements, not independent test results. The plan and billing unit matter.
Fit within synthetic data platforms.
Test data and model-training data are not interchangeable. Define the schema, fidelity requirements and privacy controls, then validate the generated output against its downstream use.
Bring these questions to the conversation.
- How does the proposed implementation meet our output and task fit requirement? Which parts are included, configurable or a separate engagement?
- How does the proposed implementation meet our fidelity tests requirement? Which parts are included, configurable or a separate engagement?
- How does the proposed implementation meet our privacy controls requirement? Which parts are included, configurable or a separate engagement?
- How does the proposed implementation meet our integration and reproducibility requirement? Which parts are included, configurable or a separate engagement?
Compare the full scope.
Confirm current product availability, terms and commercial scope directly with the provider. A public product description does not establish your exact price, deployment commitments or the outcome of your own trial.
Source.
Tonic — official product information ↗
Editorial scope: company-published information and original procurement questions. Reviewed 10 November 2026.