Gretel.ai vs LocalStack

Free tier available

From $35 per user/month (indicative, Pro)

Consumption-based on generated records; enterprise agreements available.

Community edition is genuinely useful; Pro adds services such as RDS, ECS and advanced IAM enforcement.

Free tier with a monthly credit allowance.

Community edition covers the most-used AWS services and is free.

Emerging

Gretel (NVIDIA) · since 2019

Category standard

LocalStack · since 2017

• 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.

• Integration tests against AWS services run offline in seconds at no cloud cost.
• Removes the shared-sandbox-account contention that plagues cloud teams.
• Works with Terraform and CDK, so infrastructure code is testable.

• 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.

• Emulation is not identical to AWS; some behaviours and IAM semantics differ.
• Many services are Pro-only.
• Keeping up with AWS feature changes means occasional gaps.

Regulated organisations that need shareable data with defensible privacy properties.

AWS-native teams whose tests currently depend on a shared cloud account.