Test Data Generation Tools
Alternatives to Faker.js
The tools Specifiction weighs against Faker.js, from its list of test data generation tools, each with its plans, platforms and spec score.
- 01
Benerator Free plan Open source Web · Windows · macOS · Linux9.1 Visit Specs - 02 Chance.js
It suits developers generating synthetic names, addresses, and other values for automated tests or sample data.
Free plan Web · API8.3 Visit Specs - 03 RandomUser
RandomUser suits developers who need synthetic records and configurable response formats for application testing, including browser-based API callers.
Free plan Open source Web · API · Self-hosted · Browser extension8.3 Visit Specs - 04 Bogus
Bogus suits .NET developers who need synthetic test data for databases, interfaces, or applications.
Free plan Windows · macOS · Linux · Self-hosted8.1 Visit Specs - 05
ApexSQL Generate Free trial Windows · Self-hosted8.0 Visit Specs - 06 JSON Schema Faker
It suits developers who need synthetic JSON data from schemas for local or browser-based development.
Free plan Web · Windows · macOS · Linux7.9 Visit Specs - 07
Mockaroo Mockaroo suits developers and testers who need realistic test data, including front-end developers working before a back end is ready.
From $5/mo Free plan Web · API · Self-hosted7.9 Visit Specs - 08 Snowfakery
Snowfakery suits Salesforce users and developers who need synthetic records in files, databases or Python applications.
Free plan Linux · API · Self-hosted7.9 Visit Specs - 09 DummyJSON
DummyJSON suits frontend developers who need sample JSON resources or mock API behavior without setting up a backend.
Free plan Web · API7.8 Visit Specs - 10 Faker Free plan Self-hosted7.7 Visit Specs
- 11 Fishery
Fishery suits JavaScript developers setting up test fixtures or other structured data, especially those using TypeScript, asynchronous creation, or related object factories.
Free plan7.7 Visit Specs - 12
MOSTLY AI It suits teams that need synthetic data generation across relational tables or integration with databases and cloud buckets.
Free plan Web · Linux · API · Self-hosted7.7 Visit Specs - 13
Tonic Fabricate Fabricate suits teams that need synthetic database, API, or file data for development, testing, model training, or demos.
From $29/mo Free plan Web · API · Self-hosted7.7 Visit Specs - 14 EMS Data Generator for MySQL Free trial Windows7.6 Visit Specs
- 15
Synthetic Data Vault It suits developers and data teams generating, evaluating, and customizing synthetic datasets on premises.
From $250/mo Free plan API · Self-hosted7.6 Visit Specs - 16 Generatedata Web · Self-hosted7.5 Visit Specs
- 17 Redgate SQL Prompt From $17.50/mo Free trial Windows7.5 Visit Specs
- 18 Datafaker Self-hosted7.4 Visit Specs
- 19 Mimesis
Mimesis suits developers who need synthetic, relational, or locale-specific data for testing and development.
Free plan Linux7.4 Visit Specs - 20 GenRocket Web · API · Self-hosted7.3 Visit Specs
- 21 Synthea Free plan Self-hosted7.2 Visit Specs
- 22 factory_boy 7.0 Visit Specs
- 23 MockNeat API7.0 Visit Specs
- 24 GoFakeIt API · Self-hosted6.9 Visit Specs
- 25
Synthesized Web · Linux · API · Self-hosted6.9 Visit Specs - 26 dbForge Studio for SQL ServerDevart Windows · macOS · Linux6.1 Visit Specs
- 27 YData Synthetic Windows · macOS · Linux5.4 Visit Specs