Synthetic Data Vault

6.6easy start · #11 of 30
in Synthetic Data Generation Software

Free to practise onyes
Free trialnot on record
Well documentedyes
Runs where you worknot on record

Runs on api, self-hosted. Paid plans from $250/mo.

Synthetic Data Vault is ranked #11 of 30 in synthetic data generation software on The Geeks Club. It runs on API, Self-hosted. There is a free plan. Paid plans start at $250/mo.

Synthetic Data Vault plans and pricing

All plans

SDV Community Free No cost 5 data types · 5 basic constraints · 9 models · CSV and Excel support · local filetypes · forum support · limited commercial use datacebo.com · 3 Oct 2026

SDV Bundles $250/mo $250/mo /bundle + usage per user Add-on bundles include CAG, XSynthesizers, Targeted Sampling, Differential Privacy, and AI Connectors datacebo.com · 3 Oct 2026

SDV Enterprise Base $500/mo $500/mo + usage per user 12+ models · 10+ data types · dedicated forum support · AI Connectors available as add-on bundle datacebo.com · 3 Oct 2026

Compared on synthetic data generation software

Free plan: Yes
Relational data: Yes

Best Synthetic Data Vault alternatives

See all 12

Synth Studio 0 of 4 in the starter kit Lesson 17.3 NVIDIA ShadowPlay 0 of 4 in the starter kit Lesson 27.2 Tonic.ai 0 of 4 in the starter kit Lesson 37.2 YData SDK 0 of 4 in the starter kit Lesson 47.2 MOSTLY AI 0 of 4 in the starter kit Lesson 57.0 SDV Enterprise 0 of 4 in the starter kit Lesson 67.0

The record

Purpose: SDV is a Python library and software platform for creating synthetic data from real data.
Data types: SDV supports single-table, sequential, and multi-table (relational) data.
Modeling: Users can train synthesizers with different AI algorithms and generate synthetic data on demand.
Evaluation: SDV includes tools to measure synthetic data quality, diagnose problems, and visualize comparisons with real data.
Customization: Users can add constraints, adjust data preprocessing, and select anonymization options for synthesizers.
Deployment: SDV Community is a Python SDK that can be installed and used on-prem; the page says it was developed on Python 3.9–3.14.
Integrations: The AI Connectors bundle supports database schema metadata detection, AI-ready data subsampling, and synthetic data export in the original database format.
Database connectors: The AI Connectors page lists AlloyDB, BigQuery, MSSQL, Oracle, PostgreSQL, and Spanner.
Privacy: The Differential Privacy bundle uses ε-differential privacy and lets users set a privacy-loss budget to control privacy and quality tradeoffs.
Support: The pricing page says Community and Enterprise users can get help through the DataCebo Forum, with Enterprise support prioritized during busy periods.
Trial: The pricing FAQ says Community is free and can be used to evaluate SDV; it does not specify a separate paid-plan trial period.
Usage billing: Enterprise usage-based pricing charges for synthetic data created and allows a monthly spending cap.
Usage data: DataCebo's privacy policy says the software may collect and transmit usage data such as synthesizers used and the number of cells sampled for billing and service purposes.
Founded: 2020
Price from: $250/mo

Where it ranks on The Geeks Club

Best Synthetic Data Generation Software in 2026#11 of 30
Best Test Data Generation Tools in 2026#9 of 28
Best AI Synthetic Data Generators in 2026#12 of 26
Best Test Data Management Software in 2026#11 of 22

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Sources

docs.sdv.dev/sdv· checked 3 Oct 2026
docs.sdv.dev/SDV/explore· checked 3 Oct 2026
docs.sdv.dev/sdv/explore/sdv-bundles/ai-connectors· checked 3 Oct 2026
docs.sdv.dev/SDV/explore/sdv-bundles/differential-pr· checked 3 Oct 2026
datacebo.com/pricing/· checked 3 Oct 2026
datacebo.com/privacy-policy/· checked 3 Oct 2026
sdv.dev· checked 28 Sept 2026