# Perforce Delphix vs Sarus

| Attribute | Perforce Delphix | Sarus |
|---|---|---|
| **Vioscale score** | 29.1 (12% (low)) | 42.6 (8% (low)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}` |
| description.long | A data protection platform that identifies sensitive information and masks it across Microsoft Azure and Fabric environments. It helps organizations comply with regulations like GDPR, HIPAA, and PCI DSS while enabling safe data access for analytics, AI, and development. | 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":true,"industry_focus":"healthcare","masking_included":false,"generation_method":"LLM/transformer","differential_privacy":true,"fidelity_utility_reporting":true}` |
| integrations.count | 8 | 6 |
| integrations.list | `[{"name":"Azure Data Factory"},{"name":"Azure Synapse Analytics"},{"name":"Snowflake"},{"name":"Databricks"},{"name":"Azure Data Lake"},{"name":"Azure SQL Server Data Warehouse"},{"name":"Microsoft SQL Server"},{"name":"Microsoft Fabric"}]` | `[{"name":"Azure"},{"name":"Python"},{"name":"SQL"},{"name":"XGBoost"},{"name":"TensorFlow"},{"name":"Keras"}]` |
| pricing.model | commercial | - |
| security.gdpr | yes | - |
| security.hipaa | yes | - |
| security.pci | yes | - |

## Capabilities (Synthetic Data)

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

*Source: Vioscale. Generated 2026-09-01T15:22:52.147Z. "-" = undocumented, not absent.*