Synth Studio generates privacy-preserving synthetic tabular data from CSV and JSON files, detecting schemas automatically. Generation options include CTGAN, TVAE, GaussianCopula, and schema-based methods. Differential privacy settings use configurable epsilon and delta with RDP accounting, while evaluation tools examine statistical similarity, machine-learning utility, and privacy leakage. Before generation, automatic detection identifies sensitive fields such as names, email addresses, and SSNs. The platform provides compliance reporting for HIPAA, GDPR, CCPA, and SOC-2, alongside audit logs and model cards. It is open source and can be self-hosted or used through its cloud service; local installation documentation lists Windows 10+, macOS 10.15+, and Linux. Its free plan allows up to 1 million rows per generation under an MIT License. REST API integration is available, but direct access currently needs a session cookie or trusted proxy headers; API keys are upcoming. Documented supporting services include PostgreSQL, Redis, and AWS S3.
Who it is for
Synth Studio suits healthcare, fintech, machine-learning, and enterprise data-sharing teams that need synthetic tabular data. Its self-hosted and cloud deployment options give teams different ways to run it.
What is good
- Accepts CSV and JSON with automatic schema detection.
- Offers four generation methods, including CTGAN and TVAE.
- Includes differential privacy settings with RDP accounting.
- Evaluates statistical similarity, utility, and privacy leakage.
- Free plan allows up to 1 million rows per generation.
What to know first
- Direct API access needs a session cookie or trusted proxy headers.
- API keys are upcoming, not currently listed as available.
Verdict
Synth Studio combines synthetic data generation with privacy settings, quality evaluation, and compliance reporting. Teams planning API-driven use should account for the current access requirements.
Synth Studio plans and pricing
All plansCompared on synthetic data generation software
- Free plan
- Yes
- Deployment
- hybrid
