Mockaroo vs LocalStack
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 $60 per year (indicative, Silver)
Free tierFrom $39 per licence/month (Base, billed annually; $45 monthly)
Free tierWhat drives the bill
The metric that actually scales your invoice.
Cheap for what it does; higher tiers raise row limits and add API quota.
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.
Free tier
Free for up to 1,000 rows per download and a limited number of saved schemas.
Hobby tier is free but explicitly non-commercial, and LocalStack has said the Community emulator will no longer receive product updates.
Open source
Self-hostable
No-code authoring
Languages
Platforms
Fits teams
Adoption
Established
Mockaroo LLC · since 2014
Category standard
LocalStack · since 2017
Strengths
- 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.
- 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.
Limitations
- 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.
- 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.
Best for
Quickly producing a realistic dataset for a demo, a load test or a new environment.
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.
Pricing last reviewed August 2026 and is indicative only — confirm on each vendor’s own page.