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 $20 per user/month (indicative, cloud)
Free tierFree tier available
Free tierWhat drives the bill
The metric that actually scales your invoice.
Self-hosting is free; the cloud service is priced per user and record volume.
Consumption-based on generated records; enterprise agreements available.
Free tier
Open-source self-hosted edition is free.
Free tier with a monthly credit allowance.
Open source
MIT
Self-hostable
No-code authoring
Languages
Platforms
Fits teams
Adoption
Emerging
Nucleus Cloud · since 2023
Emerging
Gretel (NVIDIA) · since 2019
Strengths
Limitations
Best for
Teams that need anonymised test data but cannot justify enterprise pricing.
Regulated organisations that need shareable data with defensible privacy properties.
All of these integrate with: S3.
Pricing last reviewed August 2026 and is indicative only — confirm on each vendor’s own page.