# AWS Deequ vs Metaplane

**Leader by vioscaleAI score:** Metaplane

| Attribute | AWS Deequ | Metaplane |
|---|---|---|
| **vioscaleAI score** | 47.2 (38% (low)) | 73.5 (56% (medium)) |
| activity.commits_last_30d | 3 | - |
| adoption.dependent_repos | 28 | - |
| adoption.github_stars | 3,649 | - |
| content.faq | `[{"answer":"A library built on Apache Spark that enables users to define and execute validation tests against large datasets to assess and verify data quality. It is indexed under Data Quality.","source":"https://github.com/pricing","question":"What is AWS Deequ?","confidence":0.6},{"answer":"AWS Deequ is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. Pricing changes often, so verify at source before relying on it.","source":"https://github.com/pricing","question":"Is AWS Deequ free to use?","confidence":0.6},{"answer":"Yes. AWS Deequ can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://github.com/pricing","question":"Can AWS Deequ be self-hosted?","confidence":0.6},{"answer":"Yes. AWS Deequ is published under the Apache-2.0 licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/awslabs/deequ","question":"Is AWS Deequ open source?","confidence":0.95},{"answer":"AWS Deequ is available worldwide. The vendor is headquartered in the United States.","source":"https://github.com/pricing","question":"Where is AWS Deequ available?","confidence":0.75}]` | `[{"answer":"A data observability platform that monitors data warehouse quality using automated alerts, detects anomalies, and traces column-level lineage from source to analytics tools to help data teams identify and resolve data quality issues quickly. It is indexed under Data Quality.","source":"https://www.metaplane.dev/pricing","question":"What is Metaplane?","confidence":0.6},{"answer":"Metaplane offers a free tier, so you can start without paying. Paid plans are also available: Free, Pro and Enterprise. Pricing changes often, so verify at source before relying on it.","source":"https://www.metaplane.dev/pricing","question":"Is Metaplane free?","confidence":0.6},{"answer":"We have confirmed browser-based access to Metaplane. 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.metaplane.dev/pricing","question":"What platforms does Metaplane support?","confidence":0.6},{"answer":"Yes. Metaplane can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.metaplane.dev/pricing","question":"Can Metaplane be self-hosted?","confidence":0.6},{"answer":"We have confirmed 27 integrations for Metaplane, including Snowflake, BigQuery, Redshift, Clickhouse, Postgres, MySQL, SQL Server and Databricks, plus 19 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.metaplane.dev/pricing","question":"What does Metaplane integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for Metaplane. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Metaplane not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.metaplane.dev/security","question":"What security certifications does Metaplane have?","confidence":0.7}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true,"self_hosted":true}` |
| description.long | A library built on Apache Spark for creating data quality tests that measure data integrity in large datasets. Supports custom validation rules, anomaly detection, and provides both Scala and Python APIs for defining and executing quality checks. | A data observability platform that monitors data warehouse quality using automated alerts, detects anomalies, and traces column-level lineage from source to analytics tools to help data teams identify and resolve data quality issues quickly. |
| features.capabilities | `{"pricing_model":"open_source_free","deployment_model":"self_hosted_open_source","schema_change_drift_alerts":true,"ml_automated_anomaly_detection":true,"custom_python_sql_testing_rules":true,"data_freshness_delay_monitoring":true}` | `{"iso_27001":true,"soc2_type_ii":true,"pricing_model":"data_volume_compute_tier","deployment_model":"cloud_managed_saas","schema_change_drift_alerts":true,"snowflake_bigquery_dwh_sync":true,"data_volume_anomaly_monitoring":true,"dbt_airflow_orchestration_sync":false,"ml_automated_anomaly_detection":true,"custom_python_sql_testing_rules":true,"data_freshness_delay_monitoring":true,"slack_pagerduty_incident_routing":true,"column_level_data_lineage_tracing":true}` |
| integrations.count | 2 | 27 |
| integrations.list | `[{"name":"Apache Spark"},{"name":"Python"}]` | `[{"name":"Snowflake"},{"name":"BigQuery"},{"name":"Redshift"},{"name":"Clickhouse"},{"name":"Postgres"},{"name":"MySQL"},{"name":"SQL Server"},{"name":"Databricks"},{"name":"dbt"},{"name":"Fivetran"},{"name":"Looker"},{"name":"Tableau"},{"name":"Metabase"},{"name":"Mode"},{"name":"Sigma"},{"name":"PowerBI"},{"name":"Slack"},{"name":"MS Teams"},{"name":"PagerDuty"},{"name":"API"},{"name":"Webhooks"},{"name":"GitHub"},{"name":"GitLab"},{"name":"Jira"},{"name":"Segment"},{"name":"Hex"},{"name":"Email"}]` |
| language.primary | Scala | - |
| license.spdx | Apache-2.0 | - |
| market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true}` | `{"web":true}` |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://github.com/pricing","retrievedAt":"2026-08-18T21:37:45.824Z"}` | `{"type":"hybrid","plans":[{"free":true,"name":"Free","summary":"$0/month","features":["10 monitored tables","4 users","Unlimited viewers","Volume, schema, freshness, uniqueness, nullness, statistical distribution monitoring","Manual thresholds","Basic alerting to Slack, Email, MS Teams","Email support"],"components":[{"kind":"fixed","amount":0,"currency":"USD"}],"description":"Free forever plan with basic monitoring","contactSales":false,"includedLimits":{"users":"4","monitored_tables":"10","custom_sql_monitors":"3"}},{"free":false,"name":"Pro","summary":"Pay per monitored table + $12/user/month","features":["Everything in Free","100 monitored tables","12 users","Unlimited viewers","Column-level lineage","Data pipeline visibility","Data CI/CD with regression testing","Cost & performance monitoring","Data usage insights","dbt job monitoring","Query monitoring","Custom SQL monitors","Alerting to Slack, Email, MS Teams, PagerDuty","Premium support, shared Slack channel, CSM"],"description":"Usage-based pricing for growing data teams","contactSales":false,"includedLimits":{"users":"12","monitored_tables":"100","custom_sql_monitors":"5"}},{"free":false,"name":"Enterprise","summary":"Custom pricing","features":["Everything in Pro","Unlimited monitored tables","Custom user limits","Automated anomaly detection with ML","Advanced monitor types (partition, rolling window)","Data impact previews","Data test previews","Warehouse spend monitoring","Custom SQL monitors with ML models","Custom integrations","SSO (Okta, AD, SAML)","AWS or Azure PrivateLink support","Alerting to Slack, Email, MS Teams, PagerDuty, API, Webhooks","Model adjustment based on user feedback","Premium support, shared Slack channel, dedicated CSM, engineering time"],"description":"Custom pricing for enterprise-grade teams","contactSales":true,"includedLimits":{"users":"Custom","monitored_tables":"Unlimited","custom_sql_monitors":"5"}}],"addOns":[{"name":"Data Impact Previews"},{"name":"Data Test Previews"},{"name":"Warehouse Spend Monitoring"},{"name":"Credit and Spend Monitoring"}],"summary":"Free plan with 10 tables, then pay per monitored table for Pro, or custom Enterprise pricing","currency":"USD","freeTier":true,"sourceUrl":"https://www.metaplane.dev/pricing","retrievedAt":"2026-08-25T08:26:21.845Z","freeTrialDays":14}` |
| pricing.free_tier | yes | yes |
| pricing.model | open_source | freemium |
| pricing.price_level | free | low |
| pricing.transparent | yes | yes |
| release.cadence_days | 36 | - |
| release.history | `[{"url":"https://github.com/awslabs/deequ/releases/tag/2.1.0","date":"2026-09-16T17:04:12Z","type":"stable","version":"2.1.0"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.21","date":"2026-06-18T17:26:09Z","type":"stable","version":"2.0.21"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.20","date":"2026-06-16T18:30:14Z","type":"stable","version":"2.0.20"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.19","date":"2026-06-15T16:12:45Z","type":"stable","version":"2.0.19"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.18","date":"2026-06-08T19:39:46Z","type":"stable","version":"2.0.18"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.16","date":"2026-03-30T16:31:09Z","type":"stable","version":"2.0.16"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.15","date":"2026-03-26T12:34:13Z","type":"stable","version":"2.0.15"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.14","date":"2026-03-23T20:24:48Z","type":"stable","version":"2.0.14"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.13","date":"2025-11-04T14:53:31Z","type":"stable","version":"2.0.13"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.12","date":"2025-08-19T15:15:23Z","type":"stable","version":"2.0.12"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.11","date":"2025-08-12T16:22:28Z","type":"stable","version":"2.0.11"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.10","date":"2025-04-23T20:52:56Z","type":"stable","version":"2.0.10"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.9","date":"2025-04-23T20:48:14Z","type":"stable","version":"2.0.9"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.8","date":"2025-04-23T16:41:38Z","type":"stable","version":"2.0.8"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.7","date":"2024-07-02T17:47:05Z","type":"stable","version":"2.0.7"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.6","date":"2023-11-13T17:16:29Z","type":"stable","version":"2.0.6"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.5","date":"2023-11-13T17:13:17Z","type":"stable","version":"2.0.5"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.4","date":"2023-08-10T17:18:44Z","type":"stable","version":"2.0.4"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.3","date":"2023-03-07T20:10:26Z","type":"stable","version":"2.0.3"},{"url":"https://github.com/awslabs/deequ/releases/tag/2.0.2","date":"2023-01-30T20:02:18Z","type":"stable","version":"2.0.2"}]` | - |
| security.disclosure_policy | yes | yes |
| security.gdpr | - | yes |
| security.hipaa | - | yes |
| security.iso27001 | - | yes |
| security.scorecard | 6.3 | - |
| security.soc2 | - | yes |
| security.trust_center | https://github.com/security | - |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=com.amazon.deequ%3Adeequ&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (Data Quality)

| Capability | AWS Deequ | Metaplane |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Deployment model | Self hosted open source | Cloud managed saas |
| ML automated anomaly detection | ✓ | ✓ |
| Custom python sql testing rules | ✓ | ✓ |
| Column level data lineage tracing | - | ✓ |
| Data freshness delay monitoring | ✓ | ✓ |
| Schema change drift alerts | ✓ | ✓ |
| Data volume anomaly monitoring | - | ✓ |
| Snowflake bigquery dwh sync | - | ✓ |
| Dbt airflow orchestration sync | - | ✗ |
| Slack pagerduty incident routing | - | ✓ |
| SOC2 type ii | - | ✓ |
| ISO 27001 | - | ✓ |
| Pricing model | Open source free | Data volume compute tier |

*Source: vioscaleAI. Generated 2026-10-16T21:37:45.506Z. "-" = undocumented, not absent.*