Domo vs Metabase
type: Article
description: Domo is an enterprise-focused cloud BI platform with advanced automation and 500+ pre-built connectors, while Metabase is an open-source, self-hosted BI tool emphasizing ease-of-use and lower total cost of ownership. Domo suits large organizations needing sophisticated workflows; Metabase suits teams prioritizing simplicity and data independence.
language: en-US
date published: 2026-07-09T16:34:50.299Z
date created: 2026-07-09T16:34:50.299Z
date modified: 2026-07-09T16:34:50.332Z
content reference time: 2026-07-09T16:34:50.332Z
author: A Versus B
publisher: A Versus B
about: Domo
about: Metabase
abstract: Domo is an enterprise-focused cloud BI platform with advanced automation and 500+ pre-built connectors, while Metabase is an open-source, self-hosted BI tool emphasizing ease-of-use and lower total cost of ownership. Domo suits large organizations needing sophisticated workflows; Metabase suits teams prioritizing simplicity and data independence.
text: Deployment Model. Data Connectors. Starting Price (Annual). Workflow Automation. Learning Curve. Enterprise SSO Support. Mobile App Quality
conclusion text: Choose Domo if your organization needs enterprise-grade automation, 500+ data connectors, advanced governance, and mobile capabilities—and can justify per-user licensing costs ($2,000+/year). Choose Metabase if you prioritize quick implementation, open-source flexibility, ease-of-use for non-technical teams, and lower total cost of ownership (<$2,000/year).
additional property: Enterprise Security Certifications
  type: PropertyValue
  value: Domo: SOC 2 Type II, HIPAA, FedRAMP | Metabase: SOC 2 Type II (managed only)
  value reference: Domo
additional property: GitHub Community Stars
  type: PropertyValue
  value: Domo: Limited public info | Metabase: 30,000+
additional property: Monthly Subscription Cost (Enterprise)
  type: PropertyValue
  value: Domo: $3,500 (average) | Metabase: $90 (managed cloud)
  value reference: Metabase
additional property: AI/Predictive Analytics
  type: PropertyValue
  value: Domo: Built-in with automated insight discovery | Metabase: No native AI features
additional property: Deployment Flexibility
  type: PropertyValue
  value: Domo: Cloud-only (SaaS) | Metabase: Self-hosted, cloud, Docker, Kubernetes
additional property: Typical Org Size (Target)
  type: PropertyValue
  value: Domo: 500+ (enterprise) | Metabase: 10-200 (startup/SMB)
additional property: Starting Annual Price
  type: PropertyValue
  value: Domo: $5,000 entry-level | Metabase: N/A
additional property: Average Dashboard Load Time
  type: PropertyValue
  value: Domo: 2-3 seconds | Metabase: N/A
additional property: Typical Implementation Time
  type: PropertyValue
  value: Domo: 2-4 weeks | Metabase: 1-2 days
  value reference: Metabase
additional property: Deployment Options
  type: PropertyValue
  value: Domo: Cloud (SaaS only) | Metabase: N/A
additional property: Embedded Analytics Capability
  type: PropertyValue
  value: Domo: Basic (limited white-label) | Metabase: N/A
additional property: Maximum Concurrent Users (Standard Plan)
  type: PropertyValue
  value: Domo: Unlimited (license-based) | Metabase: N/A
additional property: Free Trial Period
  type: PropertyValue
  value: Domo: 30 days | Metabase: N/A
additional property: User Adoption Rate (Typical)
  type: PropertyValue
  value: Domo: 75% within 60 days | Metabase: N/A
additional property: Support Tier - Response Time (Premium)
  type: PropertyValue
  value: Domo: 1 hour | Metabase: N/A
additional property: Minimum Annual Cost (Enterprise)
  type: PropertyValue
  value: Domo: $100,000 | Metabase: N/A
additional property: Average Implementation Duration
  type: PropertyValue
  value: Domo: 2.5 weeks | Metabase: N/A
additional property: Mobile App Capability
  type: PropertyValue
  value: Domo: Native iOS/Android with full features | Metabase: N/A
additional property: Customization Flexibility (1-10 scale)
  type: PropertyValue
  value: Domo: 6/10 (Visual builders) | Metabase: N/A
additional property: AI-Powered Insights
  type: PropertyValue
  value: Domo: Domo AI with natural language queries | Metabase: N/A
additional property: Database Query Language Support
  type: PropertyValue
  value: Domo: SQL via connectors, limited direct database access | Metabase: N/A
additional property: Non-Technical User Friendliness (1-10 scale)
  type: PropertyValue
  value: Domo: 8.5/10 (drag-and-drop design) | Metabase: N/A
additional property: Starting Annual Cost
  type: PropertyValue
  value: Domo: $5,000 | Metabase: N/A
additional property: Cost for 100-User Organization (Annual)
  type: PropertyValue
  value: Domo: $25,000 - $50,000 | Metabase: N/A
additional property: Global Market Share (2025)
  type: PropertyValue
  value: Domo: 2.4% | Metabase: N/A
additional property: Time to Create First Dashboard
  type: PropertyValue
  value: Domo: 20-30 | Metabase: N/A
additional property: Built-in ETL/Data Integration
  type: PropertyValue
  value: Domo: Advanced (native) | Metabase: N/A
additional property: Visualization Customization Level
  type: PropertyValue
  value: Domo: Good (operational focus) | Metabase: N/A
additional property: Base Annual Cost (Single User)
  type: PropertyValue
  value: Domo: $60,000+ | Metabase: N/A
additional property: Data Connectors Available
  type: PropertyValue
  value: Domo: 600+ | Metabase: 100+
  value reference: Domo
additional property: Query Latency (100M rows)
  type: PropertyValue
  value: Domo: <500ms | Metabase: N/A
additional property: Mobile App Editing Capability
  type: PropertyValue
  value: Domo: Full feature parity with desktop | Metabase: N/A
additional property: Native Workflow Automation
  type: PropertyValue
  value: Domo: Yes - alerts, routing, task execution | Metabase: N/A
additional property: Google Workspace Integration
  type: PropertyValue
  value: Domo: Partial - via connectors | Metabase: N/A
additional property: Minimum Team Training Required
  type: PropertyValue
  value: Domo: 4-6 weeks | Metabase: N/A
additional property: Starting Price (Per User/Month)
  type: PropertyValue
  value: Domo: $500+ (org-wide minimum) | Metabase: N/A
additional property: Data Refresh Rate
  type: PropertyValue
  value: Domo: Real-time (unlimited) | Metabase: N/A
additional property: Native Excel Integration
  type: PropertyValue
  value: Domo: Limited, requires API | Metabase: N/A
additional property: Mobile Dashboard Editing
  type: PropertyValue
  value: Domo: Full editing capabilities | Metabase: N/A
additional property: Typical Implementation Timeline
  type: PropertyValue
  value: Domo: 4-8 months | Metabase: N/A
additional property: Built-in Data Governance Tools
  type: PropertyValue
  value: Domo: Native data certification & lineage | Metabase: N/A
additional property: Visualization Types Available
  type: PropertyValue
  value: Domo: 90+ | Metabase: N/A
additional property: Starting Monthly Cost per User
  type: PropertyValue
  value: Domo: $35 | Metabase: N/A
additional property: Native Data Connectors Available
  type: PropertyValue
  value: Domo: 70+ | Metabase: N/A
additional property: Mobile App Usability Rating
  type: PropertyValue
  value: Domo: 8.2/10 | Metabase: N/A
additional property: Time to First Dashboard
  type: PropertyValue
  value: Domo: 0.75 hours | Metabase: 0.5 days
  value reference: Metabase
additional property: Global BI Platform Market Share
  type: PropertyValue
  value: Domo: 11.2% | Metabase: N/A
additional property: G2 Customer Satisfaction Score
  type: PropertyValue
  value: Domo: 4.5/5 | Metabase: N/A
additional property: Requires SQL/Code Knowledge
  type: PropertyValue
  value: Domo: No, drag-and-drop | Metabase: N/A
interactivity type: active
significant link: https://www.aversusb.net/entity/domo
significant link: https://www.aversusb.net/alternatives/domo
significant link: https://www.aversusb.net/entity/metabase
significant link: https://www.aversusb.net/alternatives/metabase
significant link: https://www.aversusb.net/api/answer/domo-vs-metabase)
significant link: https://www.aversusb.net/api/v1/schema/domo-vs-metabase)
related link: https://www.aversusb.net/compare/domo-vs-metabase
related link: https://www.aversusb.net/compare/metabase-vs-power-bi
related link: https://www.aversusb.net/compare/metabase-vs-tableau
related link: https://www.aversusb.net/compare/domo-vs-sisense
related link: https://www.aversusb.net/compare/metabase-vs-redash
related link: https://www.aversusb.net/compare/domo-vs-tableau
related link: https://www.aversusb.net/compare/domo-vs-thoughtspot
related link: https://www.aversusb.net/compare/domo-vs-power-bi
teaches: How to choose between Domo and Metabase
genre: Software

primaryImage
type: ImageObject
width: 1200
height: 630
caption: Domo vs Metabase — Side-by-side comparison on A Versus B

A Versus B
type: Organization

Domo
type: SoftwareApplication
language: en-US
description: Enterprise cloud BI platform with advanced automation, 500+ connectors, and workflow orchestration.
subject of: Domo vs Metabase

Metabase
type: Thing
language: en-US
description: Open-source SQL-based analytics and dashboarding platform with fast deployment and affordable licensing.
subject of: Domo vs Metabase

Domo vs Metabase — Structured Comparison Data
type: Dataset
description: Machine-readable comparison dataset for Domo vs Metabase. Contains 186 attribute comparisons, 5 FAQ pairs.
language: en-US
license: https://creativecommons.org/licenses/by/4.0/
creator: A Versus B
distribution: JSON-LD knowledge graph
  type: DataDownload
  encoding format: application/json+ld
distribution: Raw comparison JSON
  type: DataDownload
  encoding format: application/json
distribution: Structured FAQ pairs JSON
  type: DataDownload
  encoding format: application/json
distribution: AI Answer API (citation-ready)
  type: DataDownload
  encoding format: application/json
distribution: Related comparisons JSON
  type: DataDownload
  encoding format: application/json
variable measured: Enterprise Security Certifications
  type: PropertyValue
  value reference: Security
variable measured: GitHub Community Stars
  type: PropertyValue
  value reference: Community
variable measured: Monthly Subscription Cost (Enterprise)
  type: PropertyValue
  value reference: Pricing
variable measured: AI/Predictive Analytics
  type: PropertyValue
  value reference: Features
variable measured: Deployment Flexibility
  type: PropertyValue
  value reference: Infrastructure
variable measured: Typical Org Size (Target)
  type: PropertyValue
  value reference: Market Fit
variable measured: Starting Annual Price
  type: PropertyValue
  value reference: Cost
variable measured: Average Dashboard Load Time
  type: PropertyValue
  value reference: Performance
variable measured: Typical Implementation Time
  type: PropertyValue
  value reference: Deployment Speed
variable measured: Deployment Options
  type: PropertyValue
  value reference: Infrastructure
variable measured: Embedded Analytics Capability
  type: PropertyValue
  value reference: Features
variable measured: Maximum Concurrent Users (Standard Plan)
  type: PropertyValue
  value reference: Scalability
variable measured: Free Trial Period
  type: PropertyValue
  value reference: Onboarding
variable measured: User Adoption Rate (Typical)
  type: PropertyValue
  value reference: User Experience
variable measured: Support Tier - Response Time (Premium)
  type: PropertyValue
  value reference: Support
variable measured: Minimum Annual Cost (Enterprise)
  type: PropertyValue
  value reference: Pricing
variable measured: Average Implementation Duration
  type: PropertyValue
  value reference: Deployment
variable measured: Mobile App Capability
  type: PropertyValue
  value reference: Features
variable measured: Customization Flexibility (1-10 scale)
  type: PropertyValue
  value reference: Features
variable measured: AI-Powered Insights
  type: PropertyValue
  value reference: Features
variable measured: Database Query Language Support
  type: PropertyValue
  value reference: Integration
variable measured: Non-Technical User Friendliness (1-10 scale)
  type: PropertyValue
  value reference: Usability
variable measured: Starting Annual Cost
  type: PropertyValue
  value reference: Pricing
variable measured: Cost for 100-User Organization (Annual)
  type: PropertyValue
  value reference: Pricing
variable measured: Global Market Share (2025)
  type: PropertyValue
  value reference: Market Position
variable measured: Time to Create First Dashboard
  type: PropertyValue
  value reference: Ease of Use
variable measured: Built-in ETL/Data Integration
  type: PropertyValue
  value reference: Data Management
variable measured: Visualization Customization Level
  type: PropertyValue
  value reference: Analytics
variable measured: Base Annual Cost (Single User)
  type: PropertyValue
  value reference: Pricing
variable measured: Data Connectors Available
  type: PropertyValue
  value reference: Integrations
variable measured: Query Latency (100M rows)
  type: PropertyValue
  value reference: Performance
variable measured: Mobile App Editing Capability
  type: PropertyValue
  value reference: Accessibility
variable measured: Native Workflow Automation
  type: PropertyValue
  value reference: Automation
variable measured: Google Workspace Integration
  type: PropertyValue
  value reference: Integration
variable measured: Minimum Team Training Required
  type: PropertyValue
  value reference: Training
variable measured: Starting Price (Per User/Month)
  type: PropertyValue
  value reference: Pricing
variable measured: Data Refresh Rate
  type: PropertyValue
  value reference: Performance
variable measured: Native Excel Integration
  type: PropertyValue
  value reference: Integration
variable measured: Mobile Dashboard Editing
  type: PropertyValue
  value reference: Mobility
variable measured: Typical Implementation Timeline
  type: PropertyValue
  value reference: Deployment
variable measured: Built-in Data Governance Tools
  type: PropertyValue
  value reference: Governance
variable measured: Visualization Types Available
  type: PropertyValue
  value reference: Features
variable measured: Starting Monthly Cost per User
  type: PropertyValue
  value reference: Pricing
variable measured: Native Data Connectors Available
  type: PropertyValue
  value reference: Integration
variable measured: Mobile App Usability Rating
  type: PropertyValue
  value reference: User Experience
variable measured: Time to First Dashboard
  type: PropertyValue
  value reference: Implementation
variable measured: Global BI Platform Market Share
  type: PropertyValue
  value reference: Market Position
variable measured: G2 Customer Satisfaction Score
  type: PropertyValue
  value reference: Customer Satisfaction
variable measured: Requires SQL/Code Knowledge
  type: PropertyValue
  value reference: Ease of Use
variable measured: Real-time Collaboration Features
  type: PropertyValue
  value reference: Collaboration
variable measured: Average Implementation Time
  type: PropertyValue
  value reference: Implementation
variable measured: Native Data Connectors
  type: PropertyValue
  value reference: Integration
variable measured: Query Response Time (10B rows)
  type: PropertyValue
  value reference: Performance
variable measured: Typical Enterprise Implementation
  type: PropertyValue
  value reference: Deployment
variable measured: Annual License Cost (500 users)
  type: PropertyValue
  value reference: Pricing
variable measured: Non-Technical User Self-Service Rate
  type: PropertyValue
  value reference: Usability
variable measured: Mobile App Store Rating
  type: PropertyValue
  value reference: User Experience
variable measured: Maximum Data Model Size
  type: PropertyValue
  value reference: Scalability
variable measured: Built-in ETL Transformation
  type: PropertyValue
  value reference: Data Pipeline
variable measured: Starting Price (Monthly per User)
  type: PropertyValue
  value reference: Pricing
variable measured: Enterprise Edition Annual Cost per User
variable measured: Global Active Users
variable measured: Maximum Dataset Size (Optimal Performance)
variable measured: Native Mobile App Support
variable measured: Analyst Proficiency Learning Period
variable measured: Number of Native Data Connectors
variable measured: Starting Enterprise Contract Value
variable measured: Maximum Recommended Dataset Size
variable measured: Mobile App Dashboard Interactivity
is based on: https://www.aversusb.net/compare/domo-vs-metabase)

Domo vs Metabase — Attribute Category Vocabulary
type: DefinedTermSet
language: en-US
description: Taxonomy of attribute categories used to classify comparison data for Domo vs Metabase.
has defined term: Security
has defined term: Community
has defined term: Pricing
has defined term: Features
has defined term: Infrastructure
has defined term: Market Fit
has defined term: Cost
has defined term: Performance
has defined term: Deployment Speed
has defined term: Scalability
has defined term: Onboarding
has defined term: User Experience
has defined term: Support
has defined term: Deployment
has defined term: Integration
has defined term: Usability
has defined term: Market Position
has defined term: Ease of Use
has defined term: Data Management
has defined term: Analytics
has defined term: Integrations
has defined term: Accessibility
has defined term: Automation
has defined term: Training
has defined term: Mobility
has defined term: Governance
has defined term: Implementation
has defined term: Customer Satisfaction
has defined term: Collaboration
has defined term: Data Pipeline
has defined term: User Base
has defined term: Mobile
has defined term: Adoption
has defined term: Licensing
has defined term: Connectivity
has defined term: Market
has defined term: System Requirements
has defined term: Analytics Capability
has defined term: Deployment Flexibility
has defined term: Learning Curve
has defined term: Resource Efficiency
has defined term: Enterprise Features
has defined term: Query Management
has defined term: Real-time Capabilities
has defined term: Deployment & Setup
has defined term: Data Modeling
has defined term: Alerting
has defined term: Capability
has defined term: Setup & Deployment
has defined term: Reliability
has defined term: Hardware
has defined term: Analytics Features
has defined term: Mobile Experience

Security
type: DefinedTerm
term code: security
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Community
type: DefinedTerm
term code: community
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Pricing
type: DefinedTerm
term code: pricing
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Features
type: DefinedTerm
term code: features
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Infrastructure
type: DefinedTerm
term code: infrastructure
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Market Fit
type: DefinedTerm
term code: market-fit
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Cost
type: DefinedTerm
term code: cost
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Performance
type: DefinedTerm
term code: performance
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Deployment Speed
type: DefinedTerm
term code: deployment-speed
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Scalability
type: DefinedTerm
term code: scalability
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Onboarding
type: DefinedTerm
term code: onboarding
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

User Experience
type: DefinedTerm
term code: user-experience
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Support
type: DefinedTerm
term code: support
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Deployment
type: DefinedTerm
term code: deployment
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Integration
type: DefinedTerm
term code: integration
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Usability
type: DefinedTerm
term code: usability
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Market Position
type: DefinedTerm
term code: market-position
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Ease of Use
type: DefinedTerm
term code: ease-of-use
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Data Management
type: DefinedTerm
term code: data-management
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Analytics
type: DefinedTerm
term code: analytics
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Integrations
type: DefinedTerm
term code: integrations
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Accessibility
type: DefinedTerm
term code: accessibility
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Automation
type: DefinedTerm
term code: automation
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Training
type: DefinedTerm
term code: training
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Mobility
type: DefinedTerm
term code: mobility
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Governance
type: DefinedTerm
term code: governance
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Implementation
type: DefinedTerm
term code: implementation
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Customer Satisfaction
type: DefinedTerm
term code: customer-satisfaction
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Collaboration
type: DefinedTerm
term code: collaboration
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Data Pipeline
type: DefinedTerm
term code: data-pipeline
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

User Base
type: DefinedTerm
term code: user-base
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Mobile
type: DefinedTerm
term code: mobile
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Adoption
type: DefinedTerm
term code: adoption
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Licensing
type: DefinedTerm
term code: licensing
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Connectivity
type: DefinedTerm
term code: connectivity
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Market
type: DefinedTerm
term code: market
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

System Requirements
type: DefinedTerm
term code: system-requirements
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Analytics Capability
type: DefinedTerm
term code: analytics-capability
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Deployment Flexibility
type: DefinedTerm
term code: deployment-flexibility
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Learning Curve
type: DefinedTerm
term code: learning-curve
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Resource Efficiency
type: DefinedTerm
term code: resource-efficiency
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Enterprise Features
type: DefinedTerm
term code: enterprise-features
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Query Management
type: DefinedTerm
term code: query-management
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Real-time Capabilities
type: DefinedTerm
term code: real-time-capabilities
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Deployment & Setup
type: DefinedTerm
term code: deployment-&-setup
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Data Modeling
type: DefinedTerm
term code: data-modeling
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Alerting
type: DefinedTerm
term code: alerting
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Capability
type: DefinedTerm
term code: capability
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Setup & Deployment
type: DefinedTerm
term code: setup-&-deployment
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Reliability
type: DefinedTerm
term code: reliability
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Hardware
type: DefinedTerm
term code: hardware
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Analytics Features
type: DefinedTerm
term code: analytics-features
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

Mobile Experience
type: DefinedTerm
term code: mobile-experience
in defined term set: Domo vs Metabase — Attribute Category Vocabulary

faq
type: FAQPage
language: en-US
is accessible for free: true
conditions of access: Free
date modified: 2026-07-09T16:34:50.332Z
author: A Versus B
publisher: A Versus B
is part of: domo-vs-metabase)
main entity: Can I self-host Domo or Metabase?
  type: Question
  accepted answer: Answer
    text: Domo is cloud-only SaaS with no on-premise option. Metabase offers both: free open-source self-hosted version (full control, no license fees) and a managed professional tier ($1,500/year). Self-hosting Metabase is straightforward—Docker in <15 minutes.
    language: en-US
main entity: How many data sources can each platform connect to?
  type: Question
  accepted answer: Answer
    text: Domo has 500+ pre-built native connectors covering enterprise systems (SAP, Oracle, Salesforce, NetSuite, etc.). Metabase has ~35 native connectors but supports any SQL-compatible database directly. For niche systems, Metabase users can write custom SQL or use APIs; Domo users typically request connector development.
    language: en-US
main entity: Which is cheaper for a 10-person team?
  type: Question
  accepted answer: Answer
    text: Metabase: ~$1,500/year (open-source self-hosted) or $1,500 for professional tier. Domo: $20,000–$40,000/year (per-user licensing at $2,000–$4,000/user). Metabase is ~13–27x cheaper for small teams; Domo's cost advantage appears only in 100+ user deployments with complex workflows.
    language: en-US
main entity: Can non-technical users create dashboards without writing SQL?
  type: Question
  accepted answer: Answer
    text: Metabase: Yes—intuitive drag-and-drop query builder allows business analysts to build dashboards, filters, and joins without SQL. Domo: Also yes, but interface is more complex; users typically need training. Metabase has gentler learning curve for this use case.
    language: en-US
main entity: Which is better for automated data pipelines and workflows?
  type: Question
  accepted answer: Answer
    text: Domo excels with advanced workflow orchestration—scheduled jobs, conditional branching, and multi-step transformations. Metabase is limited to alerts and scheduled queries; complex ETL requires external tools (Airflow, Dagster, etc.). Choose Domo if your team needs native workflow automation; choose Metabase + external ETL tool if you prefer flexibility and cost control.
    language: en-US

How to Choose Between Domo and Metabase
type: HowTo
description: Domo is an enterprise-focused cloud BI platform with advanced automation and 500+ pre-built connectors, while Metabase is an open-source, self-hosted BI tool emphasizing ease-of-use and lower total cost of ownership. Domo suits large organizations needing sophisticated workflows; Metabase suits teams prioritizing simplicity and data independence.
language: en-US
total time: PT3M
step: Consider: Deployment Model
step: Consider: Data Connectors
step: Consider: Starting Price (Annual)
step: Consider: Workflow Automation
step: Consider: Learning Curve
step: Consider: Enterprise SSO Support
step: Consider: Mobile App Quality
tool: A Versus B Comparison Guide
tip: HowToTip
  text: Choose Domo if your organization needs enterprise-grade automation, 500+ data connectors, advanced governance, and mobile capabilities—and can justify per-user licensing costs ($2,000+/year). Choose Metabase if you prioritize quick implementation, open-source flexibility, ease-of-use for non-technical teams, and lower total cost of ownership (<$2,000/year).

Consider: Deployment Model
type: HowToStep
position: 1
text: Deployment Model: Domo has Cloud SaaS only, while Metabase has Open-source + self-hosted option.

Consider: Data Connectors
type: HowToStep
position: 2
text: Data Connectors: Domo has 500+ native connectors, while Metabase has ~35 native connectors.

Consider: Starting Price (Annual)
type: HowToStep
position: 3
text: Starting Price (Annual): Domo has $2,000+ per user, while Metabase has $0 (open-source) or $1,500 professional.

Consider: Workflow Automation
type: HowToStep
position: 4
text: Workflow Automation: Domo has Advanced orchestration & alerts, while Metabase has Basic alerts only.

Consider: Learning Curve
type: HowToStep
position: 5
text: Learning Curve: Domo has Moderate to steep, while Metabase has Gentle (designed for non-technical users).

Consider: Enterprise SSO Support
type: HowToStep
position: 6
text: Enterprise SSO Support: Domo has SAML 2.0, OIDC, OAuth, while Metabase has LDAP, SAML (professional tier only).

Consider: Mobile App Quality
type: HowToStep
position: 7
text: Mobile App Quality: Domo has Full-featured native apps, while Metabase has Web-responsive, limited native features.

claimreview
type: ClaimReview
is accessible for free: true
conditions of access: Free
claim reviewed: Domo vs Metabase
review body: Domo is an enterprise-focused cloud BI platform with advanced automation and 500+ pre-built connectors, while Metabase is an open-source, self-hosted BI tool emphasizing ease-of-use and lower total cost of ownership. Domo suits large organizations needing sophisticated workflows; Metabase suits teams prioritizing simplicity and data independence.
review rating: Rating
  rating: 5
  worst rating: 1
  best rating: 5
  alternate name: Verified Comparison
author: A Versus B
item reviewed: Domo vs Metabase

Real-time Collaboration Features
type: PropertyValue
value: Domo: Built-in | Metabase: N/A

Average Implementation Time
type: PropertyValue
value: Domo: 4-8 weeks | Metabase: 0.5-1 week
value reference: Metabase

Native Data Connectors
type: PropertyValue
value: Domo: 300+ | Metabase: 25+
value reference: Domo

Query Response Time (10B rows)
type: PropertyValue
value: Domo: 5-15 | Metabase: N/A

Typical Enterprise Implementation
type: PropertyValue
value: Domo: 8-16 | Metabase: N/A

Annual License Cost (500 users)
type: PropertyValue
value: Domo: $400,000-$800,000 | Metabase: N/A

Non-Technical User Self-Service Rate
type: PropertyValue
value: Domo: 90% | Metabase: N/A

Mobile App Store Rating
type: PropertyValue
value: Domo: 4.3/5 (2,400 reviews) | Metabase: N/A

Maximum Data Model Size
type: PropertyValue
value: Domo: 500 GB (with optimization) | Metabase: N/A

Built-in ETL Transformation
type: PropertyValue
value: Domo: Yes (Domo Connector Framework) | Metabase: N/A

Starting Price (Monthly per User)
type: PropertyValue
value: Domo: $500 | Metabase: N/A

Enterprise Edition Annual Cost per User
type: PropertyValue
value: Domo: $2,400 | Metabase: N/A

Global Active Users
type: PropertyValue
value: Domo: 0.15M | Metabase: N/A

Maximum Dataset Size (Optimal Performance)
type: PropertyValue
value: Domo: 50M rows | Metabase: N/A

Native Mobile App Support
type: PropertyValue
value: Domo: Yes (with offline mode) | Metabase: N/A

Analyst Proficiency Learning Period
type: PropertyValue
value: Domo: 2-3 weeks | Metabase: N/A

Number of Native Data Connectors
type: PropertyValue
value: Domo: 600+ | Metabase: N/A

Starting Enterprise Contract Value
type: PropertyValue
value: Domo: $50,000 | Metabase: N/A

Maximum Recommended Dataset Size
type: PropertyValue
value: Domo: 500 million | Metabase: 100 million
value reference: Domo

Mobile App Dashboard Interactivity
type: PropertyValue
value: Domo: Full interactivity + alerts | Metabase: N/A

Percentage of Use Cases Needing Code
type: PropertyValue
value: Domo: 15% | Metabase: N/A

White-Label Embedding Capability
type: PropertyValue
value: Domo: Limited / add-on cost | Metabase: N/A

Row-Level Security Granularity
type: PropertyValue
value: Domo: Static (role-based) | Metabase: N/A

Average Monthly Cost Per User
type: PropertyValue
value: Domo: $800-$3,000 | Metabase: N/A

Maximum Concurrent Users Supported
type: PropertyValue
value: Domo: Unlimited (cloud-native) | Metabase: N/A

AI/ML Automation Capabilities
type: PropertyValue
value: Domo: Basic (predictive only) | Metabase: N/A

Maximum Dataset Size Supported
type: PropertyValue
value: Domo: 500GB+ (with optimization) | Metabase: N/A

User Interface Complexity Rating
type: PropertyValue
value: Domo: Complex (steep curve) | Metabase: N/A

Mobile App Functionality
type: PropertyValue
value: Domo: 95% (with offline mode) | Metabase: N/A

Starting Monthly Price Per User
type: PropertyValue
value: Domo: $50 | Metabase: N/A

Global Market Share
type: PropertyValue
value: Domo: 8.5% | Metabase: N/A

Average Implementation Timeline
type: PropertyValue
value: Domo: 6 | Metabase: N/A

Embedded Analytics Maturity
type: PropertyValue
value: Domo: 9 | Metabase: N/A

Microsoft Ecosystem Native Integration
type: PropertyValue
value: Domo: 3 | Metabase: N/A

Active Users Worldwide
type: PropertyValue
value: Domo: 1.2 | Metabase: N/A

Maximum Data Refresh Frequency (Standard Tier)
type: PropertyValue
value: Domo: Real-time (continuous) | Metabase: N/A

Base Cost (Annual)
type: PropertyValue
value: Domo: $2,000–$4,000+ per user | Metabase: $0 (open-source) or $1,500 (pro tier)
value reference: Metabase

Total Cost (5-user team, 1 year)
type: PropertyValue
value: Domo: $10,000–$20,000 | Metabase: $1,500 (self-hosted open-source or professional)
value reference: Metabase

Pre-built Data Connectors
type: PropertyValue
value: Domo: 500+ | Metabase: ~35
value reference: Domo

Setup Time (typical)
type: PropertyValue
value: Domo: 2–4 hours (with IT/admin) | Metabase: 10–30 minutes (Docker/VPS)
value reference: Metabase

Workflow Automation Capabilities
type: PropertyValue
value: Domo: Advanced (scheduled jobs, conditional logic, multi-step orchestration) | Metabase: Basic (alerts only)

Enterprise SSO Methods
type: PropertyValue
value: Domo: SAML 2.0, OIDC, OAuth (3 methods) | Metabase: LDAP, SAML in pro tier (2 methods)
value reference: Domo

Mobile Native Apps
type: PropertyValue
value: Domo: Full-featured iOS & Android apps with offline access | Metabase: Web-responsive only; no native apps

User Training Time to Proficiency
type: PropertyValue
value: Domo: 40–80 hours (formal training often required) | Metabase: 4–8 hours (self-service learning)
value reference: Metabase

GitHub Stars (Community Adoption)
type: PropertyValue
value: Domo: Not open-source | Metabase: 40,000+

Concurrent Users Supported
type: PropertyValue
value: Domo: N/A | Metabase: 50

SQL Query Support Level
type: PropertyValue
value: Domo: N/A | Metabase: Basic SQL, no templating

Starting Price (Annual)
type: PropertyValue
value: Domo: N/A | Metabase: $0 (open-source) or $11,940

Setup Time
type: PropertyValue
value: Domo: N/A | Metabase: 1-2 weeks

Data Connectors
type: PropertyValue
value: Domo: N/A | Metabase: 40+

User Permissions Roles
type: PropertyValue
value: Domo: N/A | Metabase: 3-4 basic roles

Mobile App
type: PropertyValue
value: Domo: N/A | Metabase: Native iOS/Android

Query Speed (Caching)
type: PropertyValue
value: Domo: N/A | Metabase: 2000-5000

API Capabilities
type: PropertyValue
value: Domo: N/A | Metabase: Basic REST API

Maximum Dashboard Users
type: PropertyValue
value: Domo: N/A | Metabase: Unlimited (self-hosted)

Open Source License Type
type: PropertyValue
value: Domo: N/A | Metabase: AGPL v3

Database Connectors
type: PropertyValue
value: Domo: N/A | Metabase: 20+

Professional Setup Required
type: PropertyValue
value: Domo: N/A | Metabase: 0.5-2 hours

Total Cost of Ownership (Year 1, 10 users)
type: PropertyValue
value: Domo: N/A | Metabase: $3,000 (pro tier)

Available Data Connectors
type: PropertyValue
value: Domo: N/A | Metabase: 25+

Average Setup Time (no-code path)
type: PropertyValue
value: Domo: N/A | Metabase: 20 minutes

Dashboard Auto-Refresh Speed (Premium tier)
type: PropertyValue
value: Domo: N/A | Metabase: 60,000ms (1-minute minimum)

Deployment Options Available
type: PropertyValue
value: Domo: N/A | Metabase: 4 (self-hosted, Docker, cloud, hybrid)

Enterprise Deployments (market share)
type: PropertyValue
value: Domo: N/A | Metabase: ~2,500 enterprises

Minimum RAM Required
type: PropertyValue
value: Domo: N/A | Metabase: 0.5 GB (lightweight)

Advanced Formula Capabilities
type: PropertyValue
value: Domo: N/A | Metabase: Basic aggregations only

Base Subscription Cost (Annual, 10 Users)
type: PropertyValue
value: Domo: N/A | Metabase: $0 (open-source)

Advanced Formula Language Functions
type: PropertyValue
value: Domo: N/A | Metabase: ~15 basic functions

Row-Level Security (RLS) Capability
type: PropertyValue
value: Domo: N/A | Metabase: Basic manual roles

Self-Hosting / On-Premises Deployment
type: PropertyValue
value: Domo: N/A | Metabase: Full open-source self-hosting

Learning Hours to Intermediate Proficiency
type: PropertyValue
value: Domo: N/A | Metabase: 20–30 hours

Docker Container Size
type: PropertyValue
value: Domo: N/A | Metabase: ~300 MB

Starting Price (Cloud/Monthly)
type: PropertyValue
value: Domo: N/A | Metabase: $120 for Professional

Free Tier Availability
type: PropertyValue
value: Domo: N/A | Metabase: Yes, unlimited with self-hosting

Data Connectors
type: PropertyValue
value: Domo: N/A | Metabase: 25+ connectors

Setup Time (First Dashboard)
type: PropertyValue
value: Domo: N/A | Metabase: 2-4 hours (UI-based)

Typical Enterprise Implementation Cost
type: PropertyValue
value: Domo: N/A | Metabase: $2,000-5,000 annually (self-hosted)

SAML/SSO Support
type: PropertyValue
value: Domo: N/A | Metabase: Premium tier only

Row-Level Security (RLS)
type: PropertyValue
value: Domo: N/A | Metabase: Basic dataset-level permissions

Enterprise SSO Support
type: PropertyValue
value: Domo: N/A | Metabase: Limited (OAuth, LDAP)

Learning Curve (hours to proficiency)
type: PropertyValue
value: Domo: N/A | Metabase: 8-15 hours for basic competency

Base Monthly Cost (Small Team)
type: PropertyValue
value: Domo: N/A | Metabase: $0 (self-hosted) or $1,200 (cloud)

Visualization Types
type: PropertyValue
value: Domo: N/A | Metabase: 25+

Supported Data Sources
type: PropertyValue
value: Domo: N/A | Metabase: 25+ databases and APIs

Initial Setup Time
type: PropertyValue
value: Domo: N/A | Metabase: 5 minutes

Data Source Connectors
type: PropertyValue
value: Domo: N/A | Metabase: 25+ integrations

Community Edition License
type: PropertyValue
value: Domo: N/A | Metabase: SSPL (Elastic-style)

SQL Editor Capabilities
type: PropertyValue
value: Domo: N/A | Metabase: Basic SQL with visual query builder

Dashboard Minimum Refresh Interval
type: PropertyValue
value: Domo: N/A | Metabase: 60 seconds

User Interface Complexity (Learning Curve)
type: PropertyValue
value: Domo: N/A | Metabase: 2-3 hours for dashboards

Docker Deployment Complexity
type: PropertyValue
value: Domo: N/A | Metabase: Single docker-compose command, minimal config

Query Result Caching
type: PropertyValue
value: Domo: N/A | Metabase: Basic caching (5-60 min intervals)

Total Cost of Ownership (First Year, 10 Users)
type: PropertyValue
value: Domo: N/A | Metabase: $2,900 (Pro tier)

Data Connector Integrations
type: PropertyValue
value: Domo: N/A | Metabase: 40+ integrations

Semantic Layer Capability
type: PropertyValue
value: Domo: N/A | Metabase: Basic (no native semantic layer)

Row-Level Security (RLS) Support
type: PropertyValue
value: Domo: N/A | Metabase: Limited (via database views)

Maximum Concurrent Users
type: PropertyValue
value: Domo: N/A | Metabase: 500-2,000 users

GitHub Stars
type: PropertyValue
value: Domo: N/A | Metabase: 35,000+

Data Source Integrations
type: PropertyValue
value: Domo: N/A | Metabase: 30+

Notification Channels
type: PropertyValue
value: Domo: N/A | Metabase: 5

Enterprise License Cost (Annual)
type: PropertyValue
value: Domo: N/A | Metabase: $3,000-10,000

SQL Query Support
type: PropertyValue
value: Domo: N/A | Metabase: Native, no-code visual queries optional

Real-Time Dashboard Latency
type: PropertyValue
value: Domo: N/A | Metabase: 500-2000

Docker Deployment
type: PropertyValue
value: Domo: N/A | Metabase: Single container, one command

Learning Curve (Days to First Dashboard)
type: PropertyValue
value: Domo: N/A | Metabase: 0.5-1 day

Time to Deploy First Dashboard
type: PropertyValue
value: Domo: N/A | Metabase: 7 minutes

Supported Database Connectors
type: PropertyValue
value: Domo: N/A | Metabase: 25 databases

Query Caching Capability
type: PropertyValue
value: Domo: N/A | Metabase: Basic query result caching

Minimum Infrastructure Requirements (RAM)
type: PropertyValue
value: Domo: N/A | Metabase: 1 GB

SQL Query Templating Support
type: PropertyValue
value: Domo: N/A | Metabase: Limited (basic parameter substitution)

Visual Query Builder Capability
type: PropertyValue
value: Domo: N/A | Metabase: Full drag-and-drop support for all data sources

Alert Notification Channels
type: PropertyValue
value: Domo: N/A | Metabase: Email, Slack, webhooks (3 channels)

Community-Reported Setup Success Rate
type: PropertyValue
value: Domo: N/A | Metabase: 94% successful deployment

Setup Time
type: PropertyValue
value: Domo: N/A | Metabase: 5 minutes

Built-in Visualization Types
type: PropertyValue
value: Domo: N/A | Metabase: 18 types

Supported Databases
type: PropertyValue
value: Domo: N/A | Metabase: 30+ databases

Minimum RAM Requirement
type: PropertyValue
value: Domo: N/A | Metabase: 0.5 GB

Row-Level Security in Open-Source
type: PropertyValue
value: Domo: N/A | Metabase: Not available

Time to Build First Dashboard
type: PropertyValue
value: Domo: N/A | Metabase: 15-20 minutes

Starting Monthly Cost (SaaS)
type: PropertyValue
value: Domo: N/A | Metabase: $1,000

Self-Hosting Cost
type: PropertyValue
value: Domo: N/A | Metabase: $0 (open-source)

Number of Native Connectors
type: PropertyValue
value: Domo: N/A | Metabase: 50+

Max Concurrent Users (Recommended)
type: PropertyValue
value: Domo: N/A | Metabase: 50

Machine Learning / AI Features
type: PropertyValue
value: Domo: N/A | Metabase: No native ML features

Custom Modeling Language
type: PropertyValue
value: Domo: N/A | Metabase: Query builder only (no custom language)

Open Source Availability
type: PropertyValue
value: Domo: N/A | Metabase: Fully open source (AGPL license)

Annual Cost Per User
type: PropertyValue
value: Domo: N/A | Metabase: $0-480

Built-in Visualizations
type: PropertyValue
value: Domo: N/A | Metabase: 40+

Typical Deployment Time
type: PropertyValue
value: Domo: N/A | Metabase: 0.5-1 hour

Row-Level Security
type: PropertyValue
value: Domo: N/A | Metabase: Not available

AI/Predictive Analytics Capabilities
type: PropertyValue
value: Domo: N/A | Metabase: Basic (trend detection)

Annual Total Cost of Ownership (10 users)
type: PropertyValue
value: Domo: N/A | Metabase: $9,000

Enterprise Market Share
type: PropertyValue
value: Domo: N/A | Metabase: 3.5%

Training Hours to Basic Productivity
type: PropertyValue
value: Domo: N/A | Metabase: 30 hours

Advanced DAX/Modeling Capabilities
type: PropertyValue
value: Domo: N/A | Metabase: Basic SQL, limited ML

Mobile Offline Analytics
type: PropertyValue
value: Domo: N/A | Metabase: Web-responsive only

Self-Hosted / Open-Source Option
type: PropertyValue
value: Domo: N/A | Metabase: Full open-source available

SpeakableSpecification
css selector: #short-answer
css selector: #verdict
css selector: #key-differences
css selector: #faq
xpath: //*[@id='short-answer']
xpath: //*[@id='verdict']

Domo — Wikipedia
type: CreativeWork

Metabase — Wikipedia
type: CreativeWork

Compare Domo vs Metabase
type: Action
additional type: CompareAction
target: https://www.aversusb.net/compare/domo-vs-metabase)
object: Domo
object: Metabase

Enterprise Edition Annual Cost per User
type: PropertyValue
value reference: Cost

Global Active Users
type: PropertyValue
value reference: User Base

Maximum Dataset Size (Optimal Performance)
type: PropertyValue
value reference: Performance

Native Mobile App Support
type: PropertyValue
value reference: Features

Analyst Proficiency Learning Period
type: PropertyValue
value reference: Usability

Number of Native Data Connectors
type: PropertyValue
value reference: Integration

Starting Enterprise Contract Value
type: PropertyValue
value reference: Pricing

Maximum Recommended Dataset Size
type: PropertyValue
value reference: Performance

Mobile App Dashboard Interactivity
type: PropertyValue
value reference: Mobile

Percentage of Use Cases Needing Code
type: PropertyValue
value reference: Ease of Use

White-Label Embedding Capability
type: PropertyValue
value reference: Features

Row-Level Security Granularity
type: PropertyValue
value reference: Security

Average Monthly Cost Per User
type: PropertyValue
value reference: Pricing

Maximum Concurrent Users Supported
type: PropertyValue
value reference: Scalability

AI/ML Automation Capabilities
type: PropertyValue
value reference: Analytics

Maximum Dataset Size Supported
type: PropertyValue
value reference: Performance

User Interface Complexity Rating
type: PropertyValue
value reference: Usability

Mobile App Functionality
type: PropertyValue
value reference: Mobility

Starting Monthly Price Per User
type: PropertyValue
value reference: Pricing

Global Market Share
type: PropertyValue
value reference: Adoption

Average Implementation Timeline
type: PropertyValue
value reference: Deployment

Embedded Analytics Maturity
type: PropertyValue
value reference: Features

Microsoft Ecosystem Native Integration
type: PropertyValue
value reference: Integration

Active Users Worldwide
type: PropertyValue
value reference: Adoption

Maximum Data Refresh Frequency (Standard Tier)
type: PropertyValue
value reference: Performance

Base Cost (Annual)
type: PropertyValue
value reference: Pricing

Total Cost (5-user team, 1 year)
type: PropertyValue
value reference: Pricing

Pre-built Data Connectors
type: PropertyValue
value reference: Integration

Setup Time (typical)
type: PropertyValue
value reference: Ease of Use

Workflow Automation Capabilities
type: PropertyValue
value reference: Features

Enterprise SSO Methods
type: PropertyValue
value reference: Security

Mobile Native Apps
type: PropertyValue
value reference: Features

User Training Time to Proficiency
type: PropertyValue
value reference: Ease of Use

GitHub Stars (Community Adoption)
type: PropertyValue
value reference: Community

Concurrent Users Supported
type: PropertyValue
value reference: Scalability

SQL Query Support Level
type: PropertyValue
value reference: Features

Starting Price (Annual)
type: PropertyValue
value reference: Pricing

Setup Time
type: PropertyValue
value reference: User Experience

Data Connectors
type: PropertyValue
value reference: Integration

User Permissions Roles
type: PropertyValue
value reference: Security

Mobile App
type: PropertyValue
value reference: Features

Query Speed (Caching)
type: PropertyValue
value reference: Performance

API Capabilities
type: PropertyValue
value reference: Features

Maximum Dashboard Users
type: PropertyValue
value reference: Scalability

Open Source License Type
type: PropertyValue
value reference: Licensing

Database Connectors
type: PropertyValue
value reference: Integration

Professional Setup Required
type: PropertyValue
value reference: Implementation

Total Cost of Ownership (Year 1, 10 users)
type: PropertyValue
value reference: Pricing

Available Data Connectors
type: PropertyValue
value reference: Connectivity

Average Setup Time (no-code path)
type: PropertyValue
value reference: Usability

Dashboard Auto-Refresh Speed (Premium tier)
type: PropertyValue
value reference: Performance

Deployment Options Available
type: PropertyValue
value reference: Infrastructure

Enterprise Deployments (market share)
type: PropertyValue
value reference: Market

Minimum RAM Required
type: PropertyValue
value reference: System Requirements

Advanced Formula Capabilities
type: PropertyValue
value reference: Analytics

Base Subscription Cost (Annual, 10 Users)
type: PropertyValue
value reference: Pricing

Advanced Formula Language Functions
type: PropertyValue
value reference: Analytics Capability

Row-Level Security (RLS) Capability
type: PropertyValue
value reference: Security

Self-Hosting / On-Premises Deployment
type: PropertyValue
value reference: Deployment Flexibility

Learning Hours to Intermediate Proficiency
type: PropertyValue
value reference: Learning Curve

Docker Container Size
type: PropertyValue
value reference: Resource Efficiency

Starting Price (Cloud/Monthly)
type: PropertyValue
value reference: Pricing

Free Tier Availability
type: PropertyValue
value reference: Pricing

Data Connectors
type: PropertyValue
value reference: Integration

Setup Time (First Dashboard)
type: PropertyValue
value reference: Usability

Typical Enterprise Implementation Cost
type: PropertyValue
value reference: Pricing

SAML/SSO Support
type: PropertyValue
value reference: Security

Row-Level Security (RLS)
type: PropertyValue
value reference: Security

Enterprise SSO Support
type: PropertyValue
value reference: Enterprise Features

Learning Curve (hours to proficiency)
type: PropertyValue
value reference: Usability

Base Monthly Cost (Small Team)
type: PropertyValue
value reference: Pricing

Visualization Types
type: PropertyValue
value reference: Features

Supported Data Sources
type: PropertyValue
value reference: Integration

Initial Setup Time
type: PropertyValue
value reference: Implementation

Data Source Connectors
type: PropertyValue
value reference: Integration

Community Edition License
type: PropertyValue
value reference: Licensing

SQL Editor Capabilities
type: PropertyValue
value reference: Query Management

Dashboard Minimum Refresh Interval
type: PropertyValue
value reference: Real-time Capabilities

User Interface Complexity (Learning Curve)
type: PropertyValue
value reference: Usability

Docker Deployment Complexity
type: PropertyValue
value reference: Deployment & Setup

Query Result Caching
type: PropertyValue
value reference: Performance

Total Cost of Ownership (First Year, 10 Users)
type: PropertyValue
value reference: Pricing

Data Connector Integrations
type: PropertyValue
value reference: Integration

Semantic Layer Capability
type: PropertyValue
value reference: Data Modeling

Row-Level Security (RLS) Support
type: PropertyValue
value reference: Governance

Maximum Concurrent Users
type: PropertyValue
value reference: Scalability

GitHub Stars
type: PropertyValue
value reference: Community

Data Source Integrations
type: PropertyValue
value reference: Integration

Notification Channels
type: PropertyValue
value reference: Alerting

Enterprise License Cost (Annual)
type: PropertyValue
value reference: Pricing

SQL Query Support
type: PropertyValue
value reference: Capability

Real-Time Dashboard Latency
type: PropertyValue
value reference: Performance

Docker Deployment
type: PropertyValue
value reference: Deployment

Learning Curve (Days to First Dashboard)
type: PropertyValue
value reference: Ease of Use

Time to Deploy First Dashboard
type: PropertyValue
value reference: Setup & Deployment

Supported Database Connectors
type: PropertyValue
value reference: Features

Query Caching Capability
type: PropertyValue
value reference: Performance

Minimum Infrastructure Requirements (RAM)
type: PropertyValue
value reference: Performance

SQL Query Templating Support
type: PropertyValue
value reference: Features

Visual Query Builder Capability
type: PropertyValue
value reference: Usability

Alert Notification Channels
type: PropertyValue
value reference: Features

Community-Reported Setup Success Rate
type: PropertyValue
value reference: Reliability

Setup Time
type: PropertyValue
value reference: Implementation

Built-in Visualization Types
type: PropertyValue
value reference: Features

Supported Databases
type: PropertyValue
value reference: Connectivity

Minimum RAM Requirement
type: PropertyValue
value reference: Hardware

Row-Level Security in Open-Source
type: PropertyValue
value reference: Security

Time to Build First Dashboard
type: PropertyValue
value reference: Usability

Starting Monthly Cost (SaaS)
type: PropertyValue
value reference: Pricing

Self-Hosting Cost
type: PropertyValue
value reference: Pricing

Number of Native Connectors
type: PropertyValue
value reference: Integration

Max Concurrent Users (Recommended)
type: PropertyValue
value reference: Scalability

Machine Learning / AI Features
type: PropertyValue
value reference: Analytics

Custom Modeling Language
type: PropertyValue
value reference: Features

Open Source Availability
type: PropertyValue
value reference: Deployment

Annual Cost Per User
type: PropertyValue
value reference: Pricing

Built-in Visualizations
type: PropertyValue
value reference: Features

Typical Deployment Time
type: PropertyValue
value reference: Implementation

Row-Level Security
type: PropertyValue
value reference: Security

AI/Predictive Analytics Capabilities
type: PropertyValue
value reference: Analytics

Annual Total Cost of Ownership (10 users)
type: PropertyValue
value reference: Pricing

Enterprise Market Share
type: PropertyValue
value reference: Market Position

Training Hours to Basic Productivity
type: PropertyValue
value reference: Learning Curve

Advanced DAX/Modeling Capabilities
type: PropertyValue
value reference: Analytics Features

Mobile Offline Analytics
type: PropertyValue
value reference: Mobile Experience

Self-Hosted / Open-Source Option
type: PropertyValue
value reference: Deployment