# Betterdata vs Sarus

| Attribute | Betterdata | Sarus |
|---|---|---|
| **Vioscale score** | 41.5 (14% (low)) | 42.6 (8% (low)) |
| deployment.options | `{"cloud":true,"hybrid":true,"air_gapped":true,"self_hosted":true}` | `{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}` |
| description.long | An enterprise platform that creates synthetic data for AI/ML development, analytics, and secure data sharing, with built-in privacy protections including differential privacy and PII masking to meet GDPR and HIPAA requirements. | 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. |
| 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":"both","open_source":true,"industry_focus":"healthcare","masking_included":false,"generation_method":"LLM/transformer","differential_privacy":true,"fidelity_utility_reporting":true}` |
| integrations.count | - | 6 |
| integrations.list | - | `[{"name":"Azure"},{"name":"Python"},{"name":"SQL"},{"name":"XGBoost"},{"name":"TensorFlow"},{"name":"Keras"}]` |
| market.availability | `{"hqCountry":"SG","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| pricing.model | commercial | - |
| security.gdpr | yes | - |
| security.hipaa | yes | - |

## Capabilities (Synthetic Data)

| Capability | Betterdata | Sarus |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Generation method | LLM/transformer | LLM/transformer |
| Relational integrity | ✓ | - |
| Differential privacy | ✓ | ✓ |
| Privacy risk scoring | ✓ | - |
| Fidelity utility reporting | ✓ | ✓ |
| Masking included | ✓ | ✗ |
| Deployment | Both | Both |
| Open source | ✗ | ✓ |
| Ci cd integration | ✗ | - |
| Industry focus | Horizontal | Healthcare |
| SOC2 | - | - |
| HIPAA available | ✓ | - |
| Pricing model | Contact sales | - |

*Source: Vioscale. Generated 2026-09-01T16:53:00.842Z. "-" = undocumented, not absent.*