# Sarus vs TSGM

| Attribute | Sarus | TSGM |
|---|---|---|
| **Vioscale score** | 42.6 (8% (low)) | 43 (27% (low)) |
| activity.commits_last_30d | - | 0 |
| adoption.dependent_repos | - | 0 |
| adoption.github_stars | - | 225 |
| deployment.options | `{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}` | `{"self_hosted":true}` |
| description.long | A platform enabling organizations to perform analytics and AI on sensitive datasets without exposing the underlying data. It uses differential privacy and synthetic data generation to ensure data protection while delivering analytical results. | 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. |
| features.capabilities | `{"deployment":"both","open_source":true,"industry_focus":"healthcare","masking_included":false,"generation_method":"LLM/transformer","differential_privacy":true,"fidelity_utility_reporting":true}` | `{"deployment":"self_host","open_source":true,"pricing_model":"open_source","industry_focus":"healthcare","fidelity_utility_reporting":true}` |
| integrations.count | 6 | - |
| integrations.list | `[{"name":"Azure"},{"name":"Python"},{"name":"SQL"},{"name":"XGBoost"},{"name":"TensorFlow"},{"name":"Keras"}]` | - |
| language.primary | - | Python |
| license.spdx | - | Apache-2.0 |
| platform.support | - | `{"cli":true}` |
| pricing | - | `{"type":"open_source","freeTier":true,"sourceUrl":"https://github.com/pricing","retrievedAt":"2026-08-21T11:10:12.339Z"}` |
| pricing.free_tier | - | yes |
| pricing.model | - | commercial |
| pricing.price_level | - | free |
| pricing.transparent | - | yes |
| 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.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 | Sarus | TSGM |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Generation method | LLM/transformer | - |
| Relational integrity | - | - |
| Differential privacy | ✓ | - |
| Privacy risk scoring | - | - |
| Fidelity utility reporting | ✓ | ✓ |
| Masking included | ✗ | - |
| Deployment | Both | Self host |
| Open source | ✓ | ✓ |
| Ci cd integration | - | - |
| Industry focus | Healthcare | Healthcare |
| SOC2 | - | - |
| HIPAA available | - | - |
| Pricing model | - | Open source |

*Source: Vioscale. Generated 2026-09-01T16:49:26.565Z. "-" = undocumented, not absent.*