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Synth Studio
What it is
Synth Studio creates synthetic tabular datasets from CSV and JSON files, automatically detecting their schemas. It offers CTGAN, TVAE, GaussianCopula, and schema-based generation, plus configurable differential privacy settings with epsilon and delta values and RDP accounting. Quality tools assess statistical similarity, machine-learning utility, and privacy leakage. Before generation, automatic PII detection identifies fields such as names, emails, and SSNs. Compliance reporting covers HIPAA, GDPR, CCPA, and SOC-2, with audit logs and model cards. The product lists secure authentication and access controls, privacy-budget enforcement, audit trails, and lineage. Synth Studio is open source and can be self-hosted or used through its cloud offering; local installation documentation covers 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 API access currently requires a session cookie or trusted proxy headers; API keys are upcoming.
For and against
For
- Accepts CSV and JSON with automatic schema detection.
- Offers four data generation methods.
- Differential privacy includes configurable epsilon and delta settings.
- PII detection flags sensitive fields before generation.
- Free use permits up to 1 million rows per generation.
Against
- Direct API access requires a session cookie or trusted proxy headers.
- API keys are upcoming, not currently available.
- Local installation documentation specifies Windows 10+ and macOS 10.15+.
The verdict
Synth Studio combines dataset generation with privacy settings, quality evaluation, and compliance reporting. Consider its direct API access requirements if you plan to integrate through the API.
Who it suits
Synth Studio may suit healthcare, fintech, machine-learning teams, and organizations sharing enterprise data that need synthetic tabular datasets. It offers both self-hosted and cloud deployment options.
Plans and prices
Free to Use
Up to 1M rows / gen · MIT License
Read 15 Oct 2026 · synthdata.studio
On the record
- AI features
- An AI layer provides contextual chat, metric explanations, guided workflows, smart suggestions and automated documentation.docs.synthdata.studio · read 15 Oct 2026
- API
- The product exposes REST endpoints for dataset upload, generation and evaluation, but direct external access currently requires a session cookie or trusted proxy headers.docs.synthdata.studio · read 15 Oct 2026
- API access
- The platform exposes REST API integration, while direct API access currently requires a session cookie or trusted proxy headers and API keys are upcoming.docs.synthdata.studio · read 30 Sep 2026
- API limitation
- API-key access is described as upcoming, so the documented programmatic authentication model is not yet a conventional API-key flow.docs.synthdata.studio · read 15 Oct 2026
- API limits
- The integration guide lists 1,000 authenticated requests per minute, 10 uploads per minute, five concurrent generation jobs and 5,000 API calls per hour.docs.synthdata.studio · read 15 Oct 2026
- Cloud deployment
- Deployment guidance covers Heroku, Railway, Render, AWS, Google Cloud and Azure.docs.synthdata.studio · read 15 Oct 2026
- Compliance
- It provides HIPAA, GDPR, CCPA, and SOC-2 compliance reporting with audit logs and model cards.docs.synthdata.studio · read 30 Sep 2026
- Compliance reports
- The product describes HIPAA, GDPR, CCPA and SOC-2 alignment plus exportable compliance reports, audit narratives and model cards.docs.synthdata.studio · read 15 Oct 2026
- CTGAN
- CTGAN is offered for complex tabular data with mixed types and nonlinear relationships.docs.synthdata.studio · read 15 Oct 2026
- Deployment
- Synth Studio is open source, self-hostable, and also available through its cloud offering.synthdata.studio · read 30 Sep 2026
- Differential privacy
- DP-CTGAN and DP-TVAE use differential-privacy guarantees with RDP accounting and configurable epsilon values from 0.1 to 100.0.docs.synthdata.studio · read 15 Oct 2026
- Docker
- Docker and Docker Compose deployment instructions are provided for running the backend and production services.docs.synthdata.studio · read 15 Oct 2026
- Documentation depth
- The documentation site includes getting-started, user, developer, examples, tutorials, deployment, testing and troubleshooting sections.docs.synthdata.studio · read 15 Oct 2026
- GaussianCopula
- GaussianCopula provides fast, interpretable schema-based generation without machine-learning training.docs.synthdata.studio · read 15 Oct 2026
- Generation methods
- Users can generate data with CTGAN, TVAE, GaussianCopula, and schema-based generation.docs.synthdata.studio · read 30 Sep 2026
- Independent listing
- AlternativeTo categorizes Synth Studio under Security & Privacy, lists it as an online product and records no comments or reviews.alternativeto.net · read 15 Oct 2026
- Independent listing date
- AlternativeTo says Urz1 added Synth Studio on February 4, 2026 and the page was last updated that day.alternativeto.net · read 15 Oct 2026
- Independent repository activity
- AlternativeTo reports the linked repository had 22 stars, zero forks and 10 open issues when updated March 30, 2026.alternativeto.net · read 15 Oct 2026
