Top 10 Best Test Data Generation Tools 2023
DATAMIMIC
- AI-driven, model-based test data framework
- Creates complex and realistic test data sets with advanced JSON/XML handling capabilities for test-driven-development
- Flexible and extensible
Benerator
- Model-based test data framework
- Creates complex and realistic test data sets
- Flexible and extensible
Tonic
- Privacy-focused synthetic data generation
- Uses machine learning
- Protects sensitive information
Mockaroo
- User-friendly, web-based service
- Generates customizable test data
- Supports various formats (CSV, JSON, SQL)
RNDGEN
RNDGen Random Data Generator – best decision for generating test data in different formats.
Gretel
- AI-driven synthetic data generation
- Real-time data anonymization
- Enhances data privacy and security
Cloud TDMS
- Cloud-based test data management
- Data generation, masking, and subsetting
- Optimizes testing processes in the cloud
Redgate SQL Data Generator
- Flexible SQL Server test data tool
- Generates large volumes of realistic data
- Designed for stress testing and development
Synthesized
- AI-powered synthetic data generation
- Enhances data privacy and security
- Supports a variety of industries
Faker
- Open-source test data generation library
- Supports multiple languages and locales
- Generates realistic, customizable data
