Benerator

Input—per 1M tokens

Output—per 1M tokens

Context—tokens

WeightsClosed

About

Benerator is ranked #4 of 25 in test Data Generation Tools on Inferse. It runs on API, Linux, macOS, Self-hosted, Windows. There is a free plan.

Compared on test Data Generation Tools

Free plan: Yesbenerator.de
Generation modes: syntheticbenerator.de
Relational data: Yesbenerator.de
API data generation: Yesbenerator.de
Supported data formats: CSV, Excel, fixed-width, JSON, XML, DbUnit, SQLbenerator.de
Deployment: hybridbenerator.de
Database connectors: Oracle, DB2, Microsoft SQL Server, MySQL, PostgreSQL, HSQL, H2, Derby, Firebirdbenerator.de

Facts

Purpose: Benerator generates, anonymizes or pseudonymizes, and migrates data for development, testing, and training.docs.benerator.de · 29 Sept 2026
Synthetic data: Users can define data models in XML and generate realistic, valid, high-volume test data.benerator.de · 29 Sept 2026
Production data: Benerator can mask sensitive production data and combine data from multiple sources while maintaining data integrity.benerator.de · 29 Sept 2026
Automation: The product page says data processes can be integrated into GitLab CI or Jenkins.benerator.de · 29 Sept 2026
Database support: The documentation lists examples for Oracle, DB2, Microsoft SQL Server, MySQL, PostgreSQL, HSQL, H2, Derby, and Firebird.docs.benerator.de · 29 Sept 2026
UI features: Benerator UI includes project collaboration, task management, data previews, and real-time log analysis.benerator.de · 29 Sept 2026
API and containers: The Light and Professional editions include a RESTful/JSON API and support for Docker, Kubernetes, and OpenShift.docs.benerator.de · 29 Sept 2026
Enterprise features: Enterprise Edition adds multithreaded generation and anonymization, anonymization reporting, JSON support, JMS, Kafka, and industry modules.docs.benerator.de · 29 Sept 2026
Integrations: The FAQ says Benerator can integrate with Tricentis Tosca, including Tosca DI use cases for finance and banking clients.benerator.de · 29 Sept 2026
Security and privacy: The FAQ describes anonymization and obfuscation features, and says generated data still needs to be handled and protected appropriately in the user's environment.benerator.de · 29 Sept 2026
Support: Community Edition issues can be reported through GitHub Issues; premium customers can contact support by chat, contact form, email, or phone.benerator.de · 29 Sept 2026
System requirements: The FAQ lists recommended minimums of Linux, Docker/Podman or Kubernetes, at least four CPU cores above 2 GHz, more than 8 GB RAM, and 5 GB container storage.benerator.de · 29 Sept 2026
Platform details: The installation guide documents Windows, macOS, and Linux/Unix setup and requires Java; it also describes a macOS Homebrew installation.docs.benerator.de · 29 Sept 2026
Feature limitation: The documentation says XML Schema support is limited and lists several unsupported elements and sequence configurations.docs.benerator.de · 29 Sept 2026