Mockaroo vs Tonic.ai
Feature checklists rarely decide anything. What decides it is the pricing metric, who has to write the tests, and which limitation you can live with.
Entry price
From $60 per year (indicative, Silver)
Free tierQuote on request
Quote onlyWhat drives the bill
The metric that actually scales your invoice.
Cheap for what it does; higher tiers raise row limits and add API quota.
Enterprise quote-based pricing by data volume and connected databases.
Free tier
Free for up to 1,000 rows per download and a limited number of saved schemas.
Free trial.
Open source
Self-hostable
No-code authoring
Languages
Platforms
Fits teams
Adoption
Established
Mockaroo LLC · since 2014
Established
Tonic.ai · since 2018
Strengths
- No code required — an analyst or tester can design a dataset themselves.
- Very large library of realistic field types including regional formats.
- Formula fields allow simple business rules between columns.
- Preserves referential integrity and statistical distribution, so applications behave as they do in production.
- Directly addresses the GDPR and HIPAA exposure created by production data in lower environments.
- Subsetting produces a small but coherent slice rather than a full copy.
Limitations
- Referential integrity across related tables is limited.
- Free-tier row limits are low for realistic volume testing.
- Data is generated on a third-party service, which needs a privacy check for schema sensitivity.
- Expensive, with enterprise-only pricing.
- Initial configuration of sensitive-field classification takes real effort.
- Adds a pipeline stage that must be maintained as the schema evolves.
Best for
Quickly producing a realistic dataset for a demo, a load test or a new environment.
Organisations that currently copy production data into staging and know they should stop.
Pricing last reviewed August 2026 and is indicative only — confirm on each vendor’s own page.