# Datafold vs Great Expectations

| Attribute | Datafold | Great Expectations |
|---|---|---|
| **Vioscale score** | 49 (29% (low)) | 38.6 (26% (low)) |
| deployment.options | `{"cloud":true,"air_gapped":true,"self_hosted":true}` | `{"cloud":true,"self_hosted":true}` |
| description.long | A data engineering automation platform that uses specialized AI agents to handle migrations, code optimization, and quality validation. It provides data comparison and monitoring tools that integrate directly into existing development workflows, with support for deployment in secure cloud environments. | A data quality platform that enables teams to define, test, and monitor data reliability across pipelines and systems. Combines automated validation with collaborative documentation to surface data issues and maintain organizational trust in data assets. |
| integrations.count | 7 | 2 |
| integrations.list | `[{"name":"Snowflake"},{"name":"Redshift"},{"name":"Databricks"},{"name":"Dataiku"},{"name":"AWS"},{"name":"GCP"},{"name":"Azure"}]` | `[{"name":"Pandas Profiling"},{"name":"Slack"}]` |
| market.availability | `{"hqCountry":"US","primaryMarkets":["US","EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":["US","EU","GB"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"quote","summary":"Transparent pricing based on number of objects and contracted timeline/quality guarantees","sourceUrl":"https://www.datafold.com/","retrievedAt":"2026-08-18T21:37:32.169Z"}` | `{"type":"hybrid","plans":[{"free":true,"name":"Developer","summary":"Free tier","contactSales":false},{"free":false,"name":"Team","contactSales":false},{"free":false,"name":"Enterprise","contactSales":true}],"summary":"Free Developer tier; Team and Enterprise plans available","freeTier":true,"sourceUrl":"https://www.greatexpectations.io/pricing-landing/","retrievedAt":"2026-08-20T08:21:17.227Z"}` |
| pricing.free_tier | - | yes |
| pricing.model | quote | freemium |
| pricing.price_level | unknown | low |
| pricing.transparent | yes | no |
| security.gdpr | yes | yes |
| security.hipaa | yes | - |
| security.soc2 | yes | - |

## Capabilities (Data Observability)

| Capability | Datafold | Great Expectations |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Freshness monitoring | - | - |
| Volume monitoring | - | - |
| Schema change detection | - | - |
| Data quality rules | - | - |
| ML anomaly detection | - | - |
| Lineage impact analysis | - | - |
| Root cause analysis | - | - |
| Incident management workflow | - | - |
| Dbt native | - | - |
| Streaming support | - | - |
| Deployment model | - | - |
| Open source | - | - |
| Pricing model | - | - |

*Source: Vioscale. Generated 2026-09-01T14:56:25.348Z. "-" = undocumented, not absent.*