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