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Lite
Feature
Users
1
Workspaces
2
Data SourcesDatabricks*, Snowflake, Redshift, BigQuery, Postgres, Athena*Partial
All
Concurrent Data Source Connections
3
Prebuilt Single-source DQIs
Data Compare DQIs
Multi-column DQIs
Custom DQIs
DQI Slicing
Data Profiling
Rule-based Incident Detection
AI-based Anomaly Detection
Incident Management & Reporting
Failure Records
Dashboards: Admin, Custom, DQ, Incident
Incident Correlation & Related Metrics
Incident Revalidation
Data Source Schedules
Advanced Anomaly Modeling
Bring-Your-Own-AD Model (Planned)
Custom Seasonality
Incident Feedback & Auto-tuning
Deployment
Option(s)
Desktop
Scalability
Single-node
Data Retention & State Management
Sandbox
Team Features
Single Sign-on (SSO)
Google SSO
Role-based Access Control (RBAC)
Administration & Operation
Query Governance
SLA
Support
Slack Community
Dedicated Customer Support Manager (CSM)
Stored Records
Scheduled Export
Admin Dashboards
Workflow Integrations
Alerting Channels
Ticketing
Catalog
APIs/SDKs
Premium
Feature
Users
10
Workspaces
2
Data SourcesDatabricks*, Snowflake, Redshift, BigQuery, Postgres, Athena*Partial
All
Concurrent Data Source Connections
Custom
Prebuilt Single-source DQIs
Data Compare DQIs
Multi-column DQIs
Custom DQIs
DQI Slicing
Data Profiling
Rule-based Incident Detection
AI-based Anomaly Detection
Incident Management & Reporting
Failure Records
Dashboards: Admin, Custom, DQ, Incident
Incident Correlation & Related Metrics
Incident Revalidation
Data Source Schedules
Advanced Anomaly Modeling
Bring-Your-Own-AD Model (Planned)
Custom Seasonality
Incident Feedback & Auto-tuning
Deployment
Option(s)
Cloud
Scalability
Single-node or Clustered (Kubernetes based)
Data Retention & State Management
30 Days
Sandbox
Team Features
Single Sign-on (SSO)
Google SSO, Okta
Role-based Access Control (RBAC)
Limited
Administration & Operation
Query Governance
SLA
Standard
Support
Slack Community
Dedicated Customer Support Manager (CSM)
Stored Records
Scheduled Export
Admin Dashboards
Workflow Integrations
Alerting Channels
All
Ticketing
Jira
Catalog
APIs/SDKs
Enterprise
Feature
Users
Custom
Workspaces
Custom
Data SourcesDatabricks*, Snowflake, Redshift, BigQuery, Postgres, Athena*Partial
All
Concurrent Data Source Connections
Custom
Prebuilt Single-source DQIs
Data Compare DQIs
Multi-column DQIs
Custom DQIs
DQI Slicing
Data Profiling
Rule-based Incident Detection
AI-based Anomaly Detection
Incident Management & Reporting
Failure Records
Dashboards: Admin, Custom, DQ, Incident
Incident Correlation & Related Metrics
Incident Revalidation
Data Source Schedules
Advanced Anomaly Modeling
Bring-Your-Own-AD Model (Planned)
Custom Seasonality
Incident Feedback & Auto-tuning
Deployment
Option(s)
Cloud, Hybrid, On-premises
Scalability
Single-node or Clustered (Kubernetes based)
Data Retention & State Management
6+ Months
Sandbox
Team Features
Single Sign-on (SSO)
Google SSO, Okta, SAML -based, Microsoft Active Directory (AD)
Role-based Access Control (RBAC)
Full
Administration & Operation
Query Governance
SLA
Custom
Support
Custom
Dedicated Customer Support Manager (CSM)
Custom
Stored Records
Scheduled Export
Admin Dashboards
Workflow Integrations
Alerting Channels
All
Ticketing
Jira, ServiceNow
Catalog
Alation, Atlan
APIs/SDKs
Feature
Users
1
10
Custom
Workspaces
2
2
Custom
Data SourcesDatabricks*, Snowflake, Redshift, BigQuery, Postgres, Athena*Partial
All
All
All
Concurrent Data Source Connections
3
Custom
Custom
Prebuilt Single-source DQIs
Data Compare DQIs
Multi-column DQIs
Custom DQIs
DQI Slicing
Data Profiling
Rule-based Incident Detection
AI-based Anomaly Detection
Incident Management & Reporting
Failure Records
Dashboards: Admin, Custom, DQ, Incident
Incident Correlation & Related Metrics
Incident Revalidation
Data Source Schedules
Advanced Anomaly Modeling
Bring-Your-Own-AD Model (Planned)
Custom Seasonality
Incident Feedback & Auto-tuning
Deployment
Option(s)
Desktop
Cloud
Cloud, Hybrid, On-premises
Scalability
Single-node
Single-node or Clustered
(Kubernetes based)
Single-node or Clustered
(Kubernetes based)
Data Retention & State Management
30 Days
6+ Months
Sandbox
Team Features
Single Sign-on (SSO)
Google SSO
Google SSO, Okta
Google SSO, Okta, SAML - based, Microsoft Active Directory (AD)
Role-based Access Control (RBAC)
Limited
Full
Administration & Operation
Query Governance
SLA
Standard
Custom
Support
Slack Community
Slack Community
Custom
Dedicated Customer Support Manager (CSM)
Custom
Stored Records
Scheduled Export
Admin Dashboards
Workflow Integrations
Alerting Channels
All
All
Ticketing
Jira
Jira, ServiceNow
Catalog
Alation, Atlan
APIs/SDKs
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smarter decisions
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