# TSGM vs YData Synthetic

| Attribute | TSGM | YData Synthetic |
|---|---|---|
| **Vioscale score** | 43 (27% (low)) | 44.2 (26% (low)) |
| activity.commits_last_30d | 0 | - |
| adoption.dependent_repos | 0 | - |
| adoption.github_stars | 225 | - |
| deployment.options | `{"self_hosted":true}` | `{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}` |
| description.long | A Python framework for creating artificial time series datasets and assessing their quality across statistical properties, privacy, and usefulness for downstream tasks. Includes pre-configured access to 140+ real-world time series datasets and multiple generative methods. | 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":"healthcare","fidelity_utility_reporting":true}` | - |
| integrations.count | - | 20 |
| language.primary | Python | - |
| license.spdx | Apache-2.0 | - |
| market.availability | - | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true}` | `{"web":true}` |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://github.com/pricing","retrievedAt":"2026-08-21T11:10:12.339Z"}` | `{"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 |
| release.cadence_days | 88 | - |
| release.history | `[{"url":"https://github.com/AlexanderVNikitin/tsgm/releases/tag/v0.1.0","date":"2025-11-08T16:09:01Z","type":"stable","version":"v0.1.0"},{"url":"https://github.com/AlexanderVNikitin/tsgm/releases/tag/v0.0.7","date":"2024-06-24T14:04:54Z","type":"stable","version":"v0.0.7"},{"url":"https://github.com/AlexanderVNikitin/tsgm/releases/tag/v0.0.6","date":"2024-05-24T10:16:15Z","type":"stable","version":"v0.0.6"},{"url":"https://github.com/AlexanderVNikitin/tsgm/releases/tag/v0.0.5","date":"2024-03-24T18:13:59Z","type":"stable","version":"v0.0.5"},{"url":"https://github.com/AlexanderVNikitin/tsgm/releases/tag/v0.0.4","date":"2023-12-15T19:37:20Z","type":"stable","version":"v0.0.4"},{"url":"https://github.com/AlexanderVNikitin/tsgm/releases/tag/v0.0.3","date":"2023-09-28T19:25:50Z","type":"stable","version":"v0.0.3"},{"url":"https://github.com/AlexanderVNikitin/tsgm/releases/tag/v0.0.2","date":"2023-04-16T07:26:37Z","type":"stable","version":"v0.0.2"}]` | - |
| security.gdpr | - | yes |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=tsgm&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (Synthetic Data)

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

*Source: Vioscale. Generated 2026-09-01T15:14:41.882Z. "-" = undocumented, not absent.*