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27 alternatives · from test data generation tools

Alternatives to Benerator

Benerator generates synthetic data from XML models, and can mask or pseudonymize production data while combining sources without losing data integrity. It is aimed at development, testing, and training workflows, with database support across Oracle, DB2, SQL Server, MySQL, PostgreSQL, HSQL, H2, Derby, and Firebird. Its UI includes collaboration, task management, previews, and log analysis; some editions add a REST/JSON API and container support, while Enterprise adds…

17.1

RandomUser is a free, open-source API that generates synthetic user data for application testing.

Free planOpen sourceWebAPIExtension
Free plan
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26.8
Tonic Fabricate logo

Tonic Fabricate uses a conversational AI agent to generate synthetic data for databases, APIs, and files.

Free planWebAPISelf-hosted
$29 usage-based
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36.7
Mockaroo logo

Mockaroo creates synthetic test data and mock back-end APIs for UI development.

Free planWebAPISelf-hosted
From $60 a year
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  1. 4Synthetic Data Vault logo

    Synthetic Data Vault

    Synthetic Data Vault (SDV) is a Python library and software platform for generating synthetic data from real data.

    Free planAPISelf-hosted
    6.6From $250 a month
    Visit
  2. 5

    Chance.js

    Chance.js is a JavaScript library for generating random values for automated tests and other uses that need sample data.

    Free planWebAPI
    6.4Free plan
    Visit
  3. 6

    JSON Schema Faker

    JSON Schema Faker generates synthetic JSON data from JSON Schema definitions.

    Free planWebLinuxmacOSSelf-hosted
    6.4Free plan
    Visit
  4. 7MOSTLY AI logo

    MOSTLY AI

    MOSTLY AI is a data intelligence platform for accessing production data and generating synthetic, mock and simulated data, with tools for data analysis.

    Free planWebAPILinuxSelf-hosted
    6.4Free plan
    Visit
  5. 8

    Fishery

    Fishery is a JavaScript library for preparing objects as test data and for other situations where JavaScript data needs setup.

    Free plan
    6.1Free plan
    Visit
  6. 9

    Redgate SQL Prompt

    Windows
    6.1From $210 a year
    Visit
  7. 10

    Snowfakery

    Snowfakery generates synthetic data from YAML recipe files, including records linked across tables.

    Free planAPILinuxSelf-hosted
    6.1Free plan
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  8. 11

    Bogus

    Bogus is a synthetic data generator for C#, F#, and VB.NET, adapted from faker.js.

    Free planLinuxmacOSSelf-hostedWindows
    6.0Free plan
    Visit
  9. 12Faker.js logo

    Faker.js

    Faker.js is a JavaScript tool for generating fake but realistic data for testing and development.

    Free planWeb
    6.0Free plan
    Visit
  10. 13

    DummyJSON

    DummyJSON is a free hosted REST API that supplies fake JSON data for frontend development, building, and testing without backend setup.

    Free planWebAPI
    5.9Free plan
    Visit
  11. 14ApexSQL Generate logo

    ApexSQL Generate

    ApexSQL Generate is paid Windows software that populates SQL databases with synthetic test data.

    Self-hostedWindows
    5.8
    Visit
  12. 15

    Mimesis

    Mimesis is a free, open-source Python library for generating synthetic data across languages and locales.

    Free planLinux
    5.8Free plan
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  13. 16

    Synthea

    Synthea is a free, open-source generator that creates synthetic patients and medical histories.

    Free planSelf-hosted
    5.8Free plan
    Visit
  14. 17

    Faker

    Faker is a free Python package for creating synthetic data for database bootstrapping, XML documents, stress testing, and anonymizing production data.

    Free planSelf-hosted
    5.7Free plan
    Visit
  15. 18

    Generatedata

    Generatedata creates synthetic test data through a browser interface, with a self-hosted script for users who want to run it themselves.

    WebSelf-hosted
    5.7$25 one-time
    Visit
  16. 19

    EMS Data Generator for MySQL

    Windows
    5.6
    Visit
  17. 20Synthesized logo

    Synthesized

    Synthesized creates governed test data scenarios for enterprise software releases, SAP transformations, and AI-agent validation.

    WebAPILinuxSelf-hosted
    5.6
    Visit
  18. 21

    GenRocket

    GenRocket generates synthetic test data from user-defined structures, rules, and scenarios.

    WebAPISelf-hosted
    5.5
    Visit
  19. 22

    GoFakeIt

    GoFakeIt is an open-source Go library and toolkit for generating synthetic random data.

    APISelf-hosted
    5.4
    Visit
  20. 23

    Datafaker

    Datafaker is a free, self-hosted library for Java, Kotlin, and Groovy projects that generates synthetic data.

    Self-hosted
    5.3
    Visit
  21. 24

    MockNeat

    MockNeat is a free, open-source Java library for generating arbitrary data programmatically.

    API
    5.2
    Visit
  22. 25

    factory_boy

    5.1
    Visit
  23. 26

    dbForge Studio for SQL Server

    Devart

    WindowsmacOSLinux
    4.9
    Visit
  24. 27

    YData Synthetic

    LinuxmacOSWindows
    4.7
    Visit

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