vioscaleAI
Comparison

AWS Deequ vs Metaplane

On the evidence we track, Metaplane leads this comparison with a composite score of 74/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

AWS Deequ full profile →Metaplane full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
AWS Deequ47
★Metaplane74
Score
vioscaleAI score
AWS Deequ47 / 100low · 38%
Metaplane74 / 100medium · 56%
Pricing
Free tier
AWS Deequ✓
Metaplane✓
Model
AWS Deequopen_source
Metaplanefreemium
Price level
AWS Deequfree
Metaplanelow
Transparent
AWS Deequ✓
Metaplane✓
Integrations
Count
AWS Deequ2
Metaplane27
Security
Disclosure policy
AWS Deequ✓
Metaplane✓
Gdpr
AWS Deequ–
Metaplane✓
Hipaa
AWS Deequ–
Metaplane✓
Iso27001
AWS Deequ–
Metaplane✓
Scorecard
AWS Deequ6.3
Metaplane–
Soc2
AWS Deequ–
Metaplane✓
Trust center
AWS Deequhttps://github.com/security
Metaplane–
Vulnerabilities
Adoption
Dependent repos
AWS Deequ28
Metaplane–
Github stars
AWS Deequ3,649
Metaplane–
Activity
Commits last 30d
AWS Deequ3
Metaplane–
Release
Cadence days
AWS Deequ36
Metaplane–
History
AWS Deequ20 items
Metaplane–
License
Spdx
AWS DeequApache-2.0
Metaplane–
Language
Primary
AWS DeequScala
Metaplane–
Market
Availability
Content
Faq
AWS Deequ5 items
Metaplane6 items

Capabilities

Feature-by-feature on the axes that matter for data quality. “-” means undocumented, not absent.

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

What each one is

The product in its own terms, so the numbers below have context.

AWS Deequ

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.

Independently observed

Metaplane

Leader

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.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

AWS Deequ

Open sourceFree tier
as of verify ↗

Metaplane

Leader
HybridFree tier14-day trial

Free plan with 10 tables, then pay per monitored table for Pro, or custom Enterprise pricing

  • FreeFree
    • 10 monitored tables
    • 4 users
    • Unlimited viewers
    • Volume, schema, freshness, uniqueness, nullness, statistical distribution monitoring
    • Manual thresholds
    • +2 more
  • ProPay per monitored table + $12/user/month
    • Everything in Free
    • 100 monitored tables
    • 12 users
    • Unlimited viewers
    • Column-level lineage
    • +9 more
  • EnterpriseContact sales
    • Everything in Pro
    • Unlimited monitored tables
    • Custom user limits
    • Automated anomaly detection with ML
    • Advanced monitor types (partition, rolling window)
    • +10 more
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
AWS Deequ✗
Metaplane✓
CLI
AWS Deequ✓
Metaplane✗
Deployment
Cloud / SaaS
AWS Deequ✓
Metaplane✓
Self-hosted
AWS Deequ✓
Metaplane✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

AWS Deequ

2 total
  • Apache Spark
  • Python
Independently observed

Metaplane

Leader
27 total
  • Snowflake
  • BigQuery
  • Redshift
  • Clickhouse
  • Postgres
  • MySQL
  • SQL Server
  • Databricks
  • dbt
  • Fivetran
  • Looker
  • Tableau
  • Metabase
  • Mode
  • Sigma
  • PowerBI
  • Slack
  • MS Teams
  • PagerDuty
  • API
  • Webhooks
  • GitHub
  • GitLab
  • Jira
  • +3 more
Independently observed
Still deciding?

AWS Deequ or Metaplane: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.