# DataSynthesizer vs YData Synthetic

| Attribute | DataSynthesizer | YData Synthetic |
|---|---|---|
| **Vioscale score** | 43.3 (23% (low)) | 44.2 (26% (low)) |
| activity.commits_last_30d | 0 | - |
| adoption.dependent_repos | 2 | - |
| adoption.github_stars | 276 | - |
| deployment.options | `{"self_hosted":true}` | `{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}` |
| description.long | An open-source Python library that creates synthetic datasets mimicking the statistical properties of real data while applying differential privacy to protect sensitive information. It enables collaboration between data scientists and data owners. | A data development platform that enables teams to profile, understand, prepare, and generate synthetic data through automated workflows and orchestrated pipelines, with built-in support for privacy regulations and multiple deployment options. |
| features.capabilities | `{"deployment":"self_host","open_source":true,"pricing_model":"open_source","industry_focus":"horizontal","generation_method":"statistical/copula","differential_privacy":true}` | - |
| integrations.count | - | 20 |
| language.primary | HTML | - |
| license.spdx | MIT | - |
| market.availability | - | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"web":true}` |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://github.com/pricing","retrievedAt":"2026-08-21T10:58:39.675Z"}` | `{"type":"hybrid","plans":[{"free":true,"name":"Community","summary":"Free","features":["20+ connectors","Data Catalog","Automated Data Profiling","Labs","Synthetic Data Generation","Fabric SDK"],"description":"Starter tier for individuals and researchers","contactSales":false},{"free":false,"name":"Pay-as-you-go","features":["Automated Database Profiling","Labs enhanced","Synthetic Database Generation","Unlimited scalability","Unlimited concurrent users","Self-hosted on AWS & Azure"],"description":"Subscription tier for growing teams with automatic scaling","contactSales":false},{"free":false,"name":"Enterprise","features":["Predictable pricing","Deploy on private cloud","Deploy on-premises"],"description":"Custom tier for teams requiring advanced scalability, security, and support","contactSales":true}],"summary":"Free Community tier plus Pay-as-you-go and Enterprise options. Specific pricing not disclosed.","currency":"USD","freeTier":true,"sourceUrl":"https://ydata.ai/products/fabric-pricing.html","retrievedAt":"2026-08-19T21:58:50.845Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | commercial | freemium |
| pricing.price_level | free | low |
| pricing.transparent | yes | no |
| security.gdpr | - | yes |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=datasynthesizer&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (Synthetic Data)

| Capability | DataSynthesizer | YData Synthetic |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Generation method | Statistical/copula | - |
| Relational integrity | - | - |
| Differential privacy | ✓ | - |
| Privacy risk scoring | - | - |
| Fidelity utility reporting | - | - |
| Masking included | - | - |
| Deployment | Self host | - |
| Open source | ✓ | - |
| Ci cd integration | - | - |
| Industry focus | Horizontal | - |
| SOC2 | - | - |
| HIPAA available | - | - |
| Pricing model | Open source | - |

*Source: Vioscale. Generated 2026-09-01T17:22:58.540Z. "-" = undocumented, not absent.*