# Betterdata vs TSGM

**Leader by vioscaleAI score:** TSGM

| Attribute | Betterdata | TSGM |
|---|---|---|
| **vioscaleAI score** | 27.5 (57% (medium)) | 34.3 (46% (low)) |
| activity.commits_last_30d | - | 0 |
| adoption.dependent_repos | - | 0 |
| adoption.github_stars | - | 232 |
| content.faq | `[{"answer":"A platform that creates synthetic data to enable compliant data sharing while maintaining privacy and supporting cross-organizational collaboration without regulatory friction. It is indexed under Synthetic Data.","source":"https://betterdata.ai","question":"What is Betterdata?","confidence":0.6},{"answer":"Betterdata does not publish its prices. Pricing is quoted on request, so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://betterdata.ai","question":"How much does Betterdata cost?","confidence":0.6},{"answer":"Yes. Betterdata can be deployed cloud / SaaS, hybrid, air-gapped and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://betterdata.ai","question":"Can Betterdata be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed HIPAA and GDPR for Betterdata. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Betterdata not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.betterdata.ai/use-cases/gdpr-hipaa-compliance","question":"What security certifications does Betterdata have?","confidence":0.7},{"answer":"Betterdata is available worldwide. The vendor is headquartered in Singapore.","source":"https://betterdata.ai","question":"Where is Betterdata available?","confidence":0.75}]` | `[{"answer":"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. It is indexed under Synthetic Data.","source":"https://github.com/pricing","question":"What is TSGM?","confidence":0.6},{"answer":"TSGM is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. Pricing changes often, so verify at source before relying on it.","source":"https://github.com/pricing","question":"Is TSGM free to use?","confidence":0.6},{"answer":"TSGM supports a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://github.com/pricing","question":"What platforms does TSGM support?","confidence":0.6},{"answer":"Yes. TSGM can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://github.com/pricing","question":"Can TSGM be self-hosted?","confidence":0.6},{"answer":"Yes. TSGM is published under the Apache-2.0 licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/alexandervnikitin/tsgm","question":"Is TSGM open source?","confidence":0.95}]` |
| deployment.options | `{"cloud":true,"hybrid":true,"air_gapped":true,"self_hosted":true}` | `{"self_hosted":true}` |
| description.long | A platform that creates artificial datasets matching real-world patterns, enabling secure information sharing and testing across regulatory boundaries without exposing actual personal information. | An open-source framework for creating synthetic time series data using machine learning models and assessing quality through multiple evaluation metrics. Includes over 140 pre-configured datasets, multiple generative architectures, data augmentation techniques, and command-line tools. |
| features.capabilities | `{"deployment":"both","open_source":false,"pricing_model":"contact-sales","industry_focus":"horizontal","hipaa_available":true,"masking_included":true,"ci_cd_integration":false,"generation_method":"LLM/transformer","differential_privacy":true,"privacy_risk_scoring":true,"relational_integrity":true,"fidelity_utility_reporting":true}` | `{"deployment":"self_host","open_source":true,"pricing_model":"open_source","industry_focus":"healthcare","privacy_risk_scoring":true,"fidelity_utility_reporting":true}` |
| language.primary | - | Python |
| license.spdx | - | Apache-2.0 |
| market.availability | `{"hqCountry":"SG","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | - | `{"cli":true,"mac":true}` |
| pricing | `{"type":"quote","summary":"Contact sales for pricing","sourceUrl":"https://betterdata.ai","retrievedAt":"2026-09-06T16:16:05.835Z"}` | `{"type":"open_source","freeTier":true,"sourceUrl":"https://github.com/pricing","retrievedAt":"2026-08-21T11:10:12.339Z"}` |
| pricing.free_tier | - | yes |
| pricing.model | quote | open_source |
| pricing.price_level | unknown | free |
| pricing.transparent | no | 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.gdpr | yes | - |
| security.hipaa | yes | - |
| security.trust_center | https://www.betterdata.ai/use-cases/gdpr-hipaa-compliance | https://github.com/security |
| 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 | Betterdata | 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 | Horizontal | Healthcare |
| SOC2 | - | - |
| HIPAA available | ✓ | - |
| Pricing model | Contact sales | Open source |

*Source: vioscaleAI. Generated 2026-10-17T05:43:05.906Z. "-" = undocumented, not absent.*