# Anomalo vs Soda

| Attribute | Anomalo | Soda |
|---|---|---|
| **Vioscale score** | 39 (41% (low)) | 42.8 (8% (low)) |
| deployment.options | `{"cloud":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. | An AI-powered data quality platform that automatically detects and helps fix data issues. Core features include metrics monitoring, row-level anomaly detection, and root cause analysis, with failed records automatically stored in your data warehouse. |
| 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}` | `{"deployment_model":"self-hosted","data_quality_rules":true,"root_cause_analysis":true,"ml_anomaly_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":"Slack"},{"name":"Git"}]` |
| market.availability | `{"primaryMarkets":["US","GB"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"web":true}` | `{"web":true}` |
| pricing | `{"type":"quote","sourceUrl":"https://www.anomalo.com/","retrievedAt":"2026-08-25T08:32:28.729Z"}` | - |
| pricing.model | quote | - |
| pricing.price_level | unknown | - |
| pricing.transparent | no | - |
| security.gdpr | yes | - |
| security.hipaa | yes | - |
| security.soc2 | yes | - |

## Capabilities (Data Observability)

| Capability | Anomalo | Soda |
|---|:--:|:--:|
| **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 | Self hosted |
| Open source | ✗ | - |
| Pricing model | Contact sales | - |

*Source: Vioscale. Generated 2026-09-01T14:46:40.141Z. "-" = undocumented, not absent.*