Best Data Generator for SQL Server Alternatives ranked by AI · updated Aug 2026

Data Generator for SQL Server is a desktop tool for filling SQL Server databases with realistic test data. It targets database developers and QA teams needing configurable generators, repeatable profiles, and relationship-aware output.

Developer: Devart Price: Paid, quote-based 🎯 devart.com/dbforge/sql/data-generator

Top 6 Data Generator for SQL Server alternatives

2

Data Populator

Data Populator

Data Populator generates realistic test data and inserts it into databases or application environments. It is aimed at developers and QA teams...

Pros

  • Focuses on both data generation and database population rather than generation alone
  • Useful for developers and QA teams testing populated application environments
  • Reduces manual fixture creation for repeatable test scenarios

Cons

  • Less established ecosystem than Mockaroo or Faker
  • Fewer public integrations and examples than mature database data generators
  • Pricing and platform coverage are not clearly documented
3 tonic logo

Tonic is a comprehensive software solution for data masking and de-identification. It helps businesses protect sensitive data by anonymizing personally identifiable information.

Mockaroo is a data mocking tool that allows users to generate custom data sets for testing and development.

Pros

  • Highly customizable
  • Supports various data formats

Cons

  • Learning curve for complex data structures
  • Limited free tier features

Free with paid plans available

5

Generatedata

Generatedata.com

Generatedata is an open-source web application for creating customized datasets with configurable fields and data types. It serves developers and testers who...

Pros

  • Self-hostable and free for teams that prefer local control
  • Offers a simpler visual workflow than Faker
  • Exports common formats such as CSV, JSON, and SQL

Cons

  • Less powerful relationship modeling than Mockaroo
  • Requires more manual work for direct database population
  • Smaller ecosystem and less polished hosted experience than commercial tools
6

SQL Data Generator creates realistic test data for Microsoft SQL Server databases. It is designed for database developers and testers who need...

Pros

  • Understands SQL Server schemas and relationships more deeply than general generators
  • Provides repeatable generation profiles for database testing
  • Better suited to enterprise SQL Server workflows than browser-only tools

Cons

  • Limited to Microsoft SQL Server compared with database-agnostic tools
  • Commercial licensing costs more than Faker or Generatedata
  • Windows and SQL Server orientation reduces platform flexibility

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