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
Free and open source
Open sourceFree tier available
Free tierWhat drives the bill
The metric that actually scales your invoice.
The Seed library is open source and free; note that Snaplet wound down its hosted product, so treat this as a library rather than a service.
Consumption-based on generated records; enterprise agreements available.
Free tier
Everything, self-hosted
Free tier with a monthly credit allowance.
Open source
MIT
Self-hostable
No-code authoring
Languages
Platforms
Fits teams
Adoption
Emerging
Snaplet · since 2021
Emerging
Gretel (NVIDIA) · since 2019
Strengths
Limitations
Best for
TypeScript teams that want each developer and CI run to start from a clean, coherent database.
Regulated organisations that need shareable data with defensible privacy properties.
Pricing last reviewed August 2026 and is indicative only — confirm on each vendor’s own page.