Synth Studio
Synth Studio: Open-source tabular generation with privacy controls, evaluation, and deployment options. Ranked #13 of 29 in Synthetic Data Generation Software by our editors (7.8/10); pricing: Free plan; best for open-source tabular generation with evaluation.
At a glance
- Editor score7.8 / 10
- PricingFree plan
- Best forOpen-source tabular generation with evaluation
- Free planYes
- Paid fromFree
- Privacy techniqueDifferential privacy
- Facts checked22 Sep 2026
Where it wins
- Generates from schemas or datasets with CTGAN, TVAE, and GaussianCopula
- Combines differential privacy with PII detection and privacy-risk evaluation
- Offers REST jobs, Docker self-hosting, and compliance report exports
Where it doesn't
- Focused on tabular data rather than multiple data modalities
- External API access currently requires a session cookie or trusted proxy headers
- Generation and evaluation capabilities may require deployment and configuration work
Our verdict on Synth Studio
Synth Studio is an open-source platform for generating privacy-preserving synthetic tabular data. It supports schema-based generation without a source dataset, as well as dataset-based generation from CSV or JSON uploads. Automatic schema detection, sensitive-data detection, and configurable differential privacy parameters make it suited to teams working with regulated data, particularly in healthcare and fintech. The product is available through web, API, and self-hosted deployment options, with Docker support and cloud deployment guidance.
Its strongest distinction is the combination of generation and evaluation. CTGAN, TVAE, and GaussianCopula support dataset-based generation, while statistical similarity, machine-learning utility, and privacy-risk evaluations help assess resulting data. Synth Studio can also produce compliance, evaluation, and model-card reports, with PDF and DOCX output formats. These capabilities make it a fit for teams that need documented checks around synthetic datasets rather than generation alone. The focus remains narrow: the product is designed for tabular data.
Synth Studio is free, open source, and MIT-licensed, so it suits teams that want to inspect, deploy, and adapt a synthetic-data platform without a tiered commercial plan. REST integration and asynchronous jobs support application workflows, while audit logging and Docker-based deployment guidance help with operational use. API access currently requires a session cookie or trusted proxy headers for direct external programmatic access, with API-key support upcoming. Choose Synth Studio for open-source tabular generation with privacy and evaluation features; consider an alternative if you need broader data modalities or a simpler API access model.
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Synth Studio pricing
Synth Studio fact sheet
| Free plan | Yes |
|---|---|
| Paid from | Free |
| Data modalities | tabular |
| Privacy technique | Differential privacy |
| Deployment options | Hybrid |
| API access | Yes |
| Generation limit | Not verified |
| Output formats | PDF, DOCX |
| Deployment | Cloud, Self-hosted |
| Platforms | Web |
| Compliance & security | GDPR, HIPAA, SOC 2 |
| Support | Community, Docs |
| Built for | Small business, Mid-market, Enterprise (editorial estimate) |
| Pricing | Free plan |
| Website | synthdata.studio |
| Facts checked | 22 Sep 2026 |
Alternatives to Synth Studio
- NeMo Data DesignerA broad open-source toolkit for developers creating multimodal synthetic datasets.9.3
- SAS Data MakerA mature low-code platform for generating, evaluating and augmenting synthetic data.9.1
- NVIDIA OmniverseA free, programmable toolkit for visual and sensor-data generation pipelines.9.0
See all Synth Studio alternatives →
Also Ranked In
Synth Studio is ranked in 2 of our directories.
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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