# Anomalo vs Great Expectations

| Attribute | Anomalo | Great Expectations |
|---|---|---|
| **Vioscale score** | 39 (41% (low)) | 38.6 (26% (low)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"self_hosted":true}` |
| description.long | Anomalo uses AI agents to continuously monitor data for quality issues, automatically investigate root causes, and take action through existing workflows. It detects anomalies in data freshness, volume, and schema, eliminating the need for manual data quality rules or constant human oversight. | 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. |
| features.capabilities | `{"dbt_native":false,"open_source":false,"pricing_model":"contact-sales","deployment_model":"managed-SaaS","streaming_support":false,"volume_monitoring":true,"data_quality_rules":true,"root_cause_analysis":true,"freshness_monitoring":true,"ml_anomaly_detection":true,"lineage_impact_analysis":true,"schema_change_detection":true,"incident_management_workflow":true}` | - |
| integrations.count | 8 | 2 |
| integrations.list | `[{"name":"Opsgenie"},{"name":"ServiceNow"},{"name":"JIRA"},{"name":"Slack"},{"name":"Notion"},{"name":"Microsoft Teams"},{"name":"Databricks"},{"name":"Snowflake"}]` | `[{"name":"Pandas Profiling"},{"name":"Slack"}]` |
| market.availability | `{"primaryMarkets":["US","GB"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":["US","EU","GB"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"quote","sourceUrl":"https://www.anomalo.com/","retrievedAt":"2026-08-25T08:32:28.729Z"}` | `{"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 | no | no |
| security.gdpr | yes | yes |
| security.hipaa | yes | - |
| security.soc2 | yes | - |

## Capabilities (Data Observability)

| Capability | Anomalo | 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 | Managed SaaS | - |
| Open source | ✗ | - |
| Pricing model | Contact sales | - |

*Source: Vioscale. Generated 2026-09-01T15:13:55.454Z. "-" = undocumented, not absent.*