Gretel.ai vs Mock Service Worker

Free tier available

Free and open source

Consumption-based on generated records; enterprise agreements available.

Free and open source. You pay in engineering time and CI minutes.

Free tier with a monthly credit allowance.

Everything, self-hosted

Emerging

Gretel (NVIDIA) · since 2019

Category standard

OSS community · since 2020

• Formal differential-privacy guarantees rather than best-effort masking.
• Synthetic data preserves statistical relationships useful for analytics and model training.
• Privacy and quality scores make the trade-off explicit.

• One set of handlers reused across unit, component, E2E and local development.
• Application code is completely unaware it is being mocked — no test-only branches.
• Supports REST and GraphQL with the same model.

• Model training adds time and cost compared to rule-based masking.
• Overkill when simple anonymisation would satisfy the requirement.
• NVIDIA acquisition changes the strategic outlook.

• JavaScript ecosystem only.
• Service Worker registration adds a setup step and occasional caching confusion.
• Handlers can drift from the real API without contract verification.

Regulated organisations that need shareable data with defensible privacy properties.

Front-end teams that want one mocking approach across every kind of test.