# Bigeye vs Great Expectations

| Attribute | Bigeye | Great Expectations |
|---|---|---|
| **Vioscale score** | 49.1 (3% (low)) | 38.6 (26% (low)) |
| deployment.options | `{"cloud":true,"on_prem":true,"self_hosted":true}` | `{"cloud":true,"self_hosted":true}` |
| description.long | Provides tools for organizations to monitor data quality in real-time, automatically detect and classify sensitive information, enforce data governance policies, and meet emerging AI and data protection regulatory requirements. | 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 | 50 | 2 |
| integrations.list | `[{"name":"Datadog"},{"name":"Jupyter"},{"name":"Hex"}]` | `[{"name":"Pandas Profiling"},{"name":"Slack"}]` |
| market.availability | - | `{"hqCountry":"US","primaryMarkets":["US","EU","GB"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | - | `{"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 | commercial | freemium |
| pricing.price_level | - | low |
| pricing.transparent | - | no |
| security.gdpr | - | yes |

## Capabilities (Data Observability)

| Capability | Bigeye | 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 2026-09-01T15:16:09.940Z. "-" = undocumented, not absent.*