# MOSTLY AI vs YData Synthetic

| Attribute | MOSTLY AI | YData Synthetic |
|---|---|---|
| **Vioscale score** | 8.7 (3% (low)) | 44.2 (26% (low)) |
| deployment.options | `{"on_prem":true,"self_hosted":true}` | `{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}` |
| description.long | A data platform that lets organizations securely work with production data, create synthetic datasets that protect sensitive information, and collaborate on data analysis and insights across teams. | 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. |
| integrations.count | 1 | 20 |
| integrations.list | `[{"name":"Databricks"}]` | - |
| market.availability | - | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"web":true}` |
| pricing | - | `{"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 |
| pricing.model | commercial | freemium |
| pricing.price_level | - | low |
| pricing.transparent | - | no |
| security.gdpr | - | yes |

## Capabilities (Synthetic Data)

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

*Source: Vioscale. Generated 2026-09-01T15:13:43.527Z. "-" = undocumented, not absent.*