LocalStack vs Mockaroo
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 $39 per licence/month (Base, billed annually; $45 monthly)
Free tierFrom $60 per year (indicative, Silver)
Free tierWhat drives the bill
The metric that actually scales your invoice.
Plans are Hobby (free, non-commercial), Base $39 and Ultimate $89 per licence/month billed annually, then Enterprise. Commercial use needs a paid licence, and the higher tiers are what unlock advanced IAM enforcement and the wider service coverage.
Cheap for what it does; higher tiers raise row limits and add API quota.
Free tier
Hobby tier is free but explicitly non-commercial, and LocalStack has said the Community emulator will no longer receive product updates.
Free for up to 1,000 rows per download and a limited number of saved schemas.
Open source
Self-hostable
No-code authoring
Languages
Platforms
Fits teams
Adoption
Category standard
LocalStack · since 2017
Established
Mockaroo LLC · since 2014
Strengths
- 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.
- No code required — an analyst or tester can design a dataset themselves.
- Very large library of realistic field types including regional formats.
- Formula fields allow simple business rules between columns.
Limitations
- No longer open source: the Community edition is end-of-life, the repo is archived, and running it now requires an account and auth token.
- Using it in CI counts as commercial use, so the free tier does not cover the case most teams want it for.
- Emulation is not identical to AWS; some behaviours and IAM semantics differ.
- Referential integrity across related tables is limited.
- Free-tier row limits are low for realistic volume testing.
- Data is generated on a third-party service, which needs a privacy check for schema sensitivity.
Best for
AWS-native teams whose tests currently depend on a shared cloud account, and who are willing to pay for a licence now that the free community route has closed.
Quickly producing a realistic dataset for a demo, a load test or a new environment.
Pricing last reviewed August 2026 and is indicative only — confirm on each vendor’s own page.