# Anomalo vs Great Expectations

| Attribute | Anomalo | Great Expectations |
|---|---|---|
| **vioscaleAI score** | 45.8 (45% (low)) | 45.5 (25% (low)) |
| content.faq | `[{"answer":"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. It is indexed under Data Observability.","source":"https://www.anomalo.com/","question":"What is Anomalo?","confidence":0.6},{"answer":"Anomalo does not publish its prices. Pricing is quoted on request, so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://www.anomalo.com/","question":"How much does Anomalo cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to Anomalo. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://www.anomalo.com/","question":"What platforms does Anomalo support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Anomalo, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://www.anomalo.com/","question":"Can Anomalo be self-hosted?","confidence":0.6},{"answer":"We have confirmed 8 integrations for Anomalo, including Opsgenie, ServiceNow, JIRA, Slack, Notion, Microsoft Teams, Databricks and Snowflake. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.anomalo.com/","question":"What does Anomalo integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, HIPAA and GDPR for Anomalo. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Anomalo not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.anomalo.com/blog/anomalo-prioritizes-patient-data-protection-with-rigorous-hipaa-compliance-for-todays-healthcare-tech-leaders/","question":"What security certifications does Anomalo have?","confidence":0.7},{"answer":"Anomalo is available worldwide. Its primary markets are the United States and the United Kingdom.","source":"https://www.anomalo.com/","question":"Where is Anomalo available?","confidence":0.75}]` | `[{"answer":"Great Expectations provides a Python-based data quality platform with both open-source (GX Core) and cloud-based (GX Cloud) options. It helps organizations define, monitor, and act on data quality rules to ensure data reliability across pipelines and for AI systems. It is indexed under Data Observability.","source":"https://www.greatexpectations.io/pricing-landing/","question":"What is Great Expectations?","confidence":0.6},{"answer":"Great Expectations offers a free tier, so you can start without paying. Paid plans are also available: Developer, Team and Enterprise. Pricing changes often, so verify at source before relying on it.","source":"https://www.greatexpectations.io/pricing-landing/","question":"Is Great Expectations free?","confidence":0.6},{"answer":"Great Expectations supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.greatexpectations.io/pricing-landing/","question":"What platforms does Great Expectations support?","confidence":0.6},{"answer":"Yes. Great Expectations can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.greatexpectations.io/pricing-landing/","question":"Can Great Expectations be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed GDPR for Great Expectations. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Great Expectations not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.greatexpectations.io/blog/trustworthy-ai-agents-the-data-quality-pillar-of-the-ai-context-layer/","question":"What security certifications does Great Expectations have?","confidence":0.7},{"answer":"Great Expectations is available worldwide. Its primary markets are the United States, the EU and the United Kingdom. The vendor is headquartered in the United States.","source":"https://www.greatexpectations.io/pricing-landing/","question":"Where is Great Expectations available?","confidence":0.75}]` |
| 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. | An open-source framework for defining and automating data quality tests that helps teams identify data issues early and maintain documentation about their data through validated results. |
| 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}` | `{"open_source":true,"pricing_model":"open-source-self-host","deployment_model":"self-hosted","data_quality_rules":true,"freshness_monitoring":true}` |
| integrations.count | 8 | 1 |
| 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 | - |
| security.trust_center | - | https://www.greatexpectations.io/privacy-policy/ |

## 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 | Self hosted |
| Open source | ✗ | ✓ |
| Pricing model | Contact sales | Open source self host |

*Source: vioscaleAI. Generated 2026-10-16T21:00:19.699Z. "-" = undocumented, not absent.*