software
Domo vs Metabase: 2026 BI Comparison
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.
D
Domo
Enterprise cloud BI platform with advanced automation, 500+ connectors, and workflow orchestration.
Enterprise teams (500+ employees) needing sophisticated data pipelines, 24/7 ops, multi-system integration, and governance at scale.
Score63%
VS
M
Metabase
Open-source BI tool with intuitive UI, easy self-hosting, and low barrier to entry.
Startups, mid-market teams, and data-forward organizations prioritizing affordability, ease-of-use, and data sovereignty over enterprise automation.
Score63%
Quick Answer
AI SummaryDomo 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.
Our Verdict
AI-assistedChoose 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).
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D
Domo
7.5/10
Metabase
7.5/10
M
TIE — neck and neck
D
Choose Domo if
Enterprise teams (500+ employees) needing sophisticated data pipelines, 24/7 ops, multi-system integration, and governance at scale.
M
Choose Metabase if
Startups, mid-market teams, and data-forward organizations prioritizing affordability, ease-of-use, and data sovereignty over enterprise automation.
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Key Differences at a Glance
- Deployment Model:✓ Metabase wins(Open-source + self-hosted option vs Cloud SaaS only)
- Data Connectors:✓ Domo wins(500+ native connectors vs ~35 native connectors)
- Starting Price (Annual):✓ Metabase wins($0 (open-source) or $1,500 professional vs $2,000+ per user)
Key Facts & Figures
119 numeric metrics compared
| Metric | Domo | Metabase | Ratio |
|---|---|---|---|
| Enterprise Security Certifications(count) | SOC 2 Type II, HIPAA, FedRAMP | SOC 2 Type II (managed only) | |
| GitHub Community Stars(stars) | Limited public info | 30,000+ | — |
| Monthly Subscription Cost (Enterprise)(USD) | $3,500 (average) | $90 (managed cloud) | |
| Typical Org Size (Target)(employees) | 500+ (enterprise) | 10-200 (startup/SMB) | |
| Starting Annual Price(USD) | $5,000 entry-level | — | — |
| Average Dashboard Load Time(seconds) | 2-3 seconds | — | — |
| Typical Implementation Time(weeks) | 2-4 weeks | 1-2 days | |
| Free Trial Period(days) | 30 days | — | — |
| User Adoption Rate (Typical)(percent) | 75% within 60 days | — | — |
| Support Tier - Response Time (Premium)(hours) | 1 hour | — | — |
| Minimum Annual Cost (Enterprise)(USD) | $100,000 | — | — |
| Average Implementation Duration(weeks) | 2.5 weeks | — | — |
| Customization Flexibility (1-10 scale)(score) | 6/10 (Visual builders) | — | — |
| Non-Technical User Friendliness (1-10 scale)(score) | 8.5/10 (drag-and-drop design) | — | — |
| Starting Annual Cost(USD) | $5,000 | — | — |
| Cost for 100-User Organization (Annual)(USD) | $25,000 - $50,000 | — | — |
| Global Market Share (2025)(percent) | 2.4% | — | — |
| Time to Create First Dashboard(hours (for beginner)) | 20-30 | — | — |
| Base Annual Cost (Single User)(USD) | $60,000+ | — | — |
| Data Connectors Available(count) | 600+ | 70+ | |
| Query Latency (100M rows)(milliseconds) | <500ms | — | — |
| Minimum Team Training Required(weeks) | 4-6 weeks | — | — |
| Starting Price (Per User/Month)(USD) | $500+ (org-wide minimum) | — | — |
| Typical Implementation Timeline(weeks) | 4-8 months | — | — |
| Visualization Types Available(count) | 90+ | — | — |
| Starting Monthly Cost per User(USD) | $35 | — | — |
| Native Data Connectors Available(count) | 70+ | — | — |
| Mobile App Usability Rating(score out of 10) | 8.2/10 | — | — |
| Time to First Dashboard(weeks) | 0.75 hours | 15-30 minutes average | |
| Global BI Platform Market Share(percent) | 11.2% | — | — |
| G2 Customer Satisfaction Score(out of 5 stars) | 4.5/5 | — | — |
| Average Implementation Time(weeks) | 4-8 weeks | 0.5-1 week | |
| Native Data Connectors(connectors) | 300+ | 30+ connectors | |
| Query Response Time (10B rows)(seconds) | 5-15 | — | — |
| Typical Enterprise Implementation(weeks) | 8-16 | — | — |
| Annual License Cost (500 users)(USD) | $400,000-$800,000 | — | — |
| Non-Technical User Self-Service Rate(percent) | 90% | — | — |
| Mobile App Store Rating(stars) | 4.3/5 (2,400 reviews) | — | — |
| Maximum Data Model Size(GB) | 500 GB (with optimization) | — | — |
| Starting Price (Monthly per User)(USD) | $500 | — | — |
| Enterprise Edition Annual Cost per User(USD) | $2,400 | — | — |
| Global Active Users(millions) | 0.15M | — | — |
| Maximum Dataset Size (Optimal Performance)(rows) | 50M rows | — | — |
| Analyst Proficiency Learning Period(weeks) | 2-3 weeks | — | — |
| Number of Native Data Connectors(count) | 600+ | — | — |
| Starting Enterprise Contract Value(USD per year) | $50,000 | — | — |
| Maximum Recommended Dataset Size(rows) | 500 million | 100 million | |
| Percentage of Use Cases Needing Code(percent) | 15% | — | — |
| Average Monthly Cost Per User(USD) | $800-$3,000 | — | — |
| AI/ML Automation Capabilities(score) | Basic (predictive only) | — | — |
| Maximum Dataset Size Supported(GB) | 500GB+ (with optimization) | — | — |
| User Interface Complexity Rating(score) | Complex (steep curve) | — | — |
| Starting Monthly Price per User(USD) | $50 | — | — |
| Global Market Share(%) | 8.5% | — | — |
| Average Implementation Timeline(weeks) | 6 | — | — |
| Embedded Analytics Maturity(rating 1-10) | 9 | — | — |
| Microsoft Ecosystem Native Integration(rating 1-10) | 3 | — | — |
| Active Users Worldwide(millions) | 1.2 | — | — |
| Base Cost (Annual)(USD) | $2,000–$4,000+ per user | $0 (open-source) or $1,500 (pro tier) | |
| Total Cost (5-user team, 1 year)(USD) | $10,000–$20,000 | $1,500 (self-hosted open-source or professional) | |
| Pre-built Data Connectors(count) | 500+ | ~35 | |
| Setup Time (typical)(minutes) | 2–4 hours (with IT/admin) | 10–30 minutes (Docker/VPS) | |
| Enterprise SSO Methods(count) | SAML 2.0, OIDC, OAuth (3 methods) | LDAP, SAML in pro tier (2 methods) | |
| User Training Time to Proficiency(hours) | 40–80 hours (formal training often required) | 4–8 hours (self-service learning) | |
| GitHub Stars (Community Adoption)(count) | Not open-source | 40,000+ | — |
| Concurrent Users Supported(users) | 50 | 50 | |
| Starting Price (Annual)(USD) | $0 (open-source) or $11,940 | $0 (open-source) or $11,940 | |
| Setup Time(minutes) | 1-2 weeks | 1-2 weeks | |
| Data Connectors(count) | 40+ | 40+ | |
| User Permissions Roles(levels) | 3-4 basic roles | 3-4 basic roles | |
| Query Speed (Caching)(ms) | 2000-5000 | 2000-5000 | |
| Maximum Dashboard Users(per plan) | Unlimited (self-hosted) | Unlimited (self-hosted) | |
| Database Connectors(count) | 20+ | 20+ | |
| Professional Setup Required(hours) | 0.5-2 hours | 0.5-2 hours | |
| Total Cost of Ownership (Year 1, 10 users)(USD) | $3,000 (pro tier) | $3,000 (pro tier) | |
| Available Data Connectors(integrations) | 25+ | 25+ | |
| Average Setup Time (no-code path)(minutes) | 20 minutes | 20 minutes | |
| Dashboard Auto-Refresh Speed (Premium tier)(milliseconds) | 60,000ms (1-minute minimum) | 60,000ms (1-minute minimum) | |
| Deployment Options Available(count) | 4 (self-hosted, Docker, cloud, hybrid) | 4 (self-hosted, Docker, cloud, hybrid) | |
| Enterprise Deployments (market share)(companies) | ~2,500 enterprises | ~2,500 enterprises | |
| Minimum RAM Required(GB) | 0.5 GB (lightweight) | 0.5 GB (lightweight) | |
| Base Subscription Cost (Annual, 10 Users)(USD) | $0 (open-source) | $0 (open-source) | |
| Advanced Formula Language Functions(functions) | ~15 basic functions | ~15 basic functions | |
| Learning Hours to Intermediate Proficiency(hours) | 20–30 hours | 20–30 hours | |
| Docker Container Size(MB) | ~300 MB | ~300 MB | |
| Starting Price (Cloud/Monthly)(USD per month) | $120 for Professional | $120 for Professional | |
| Data Connectors(count) | 25+ connectors | 25+ connectors | |
| Setup Time (First Dashboard)(hours) | 2-4 hours (UI-based) | 2-4 hours (UI-based) | |
| Typical Enterprise Implementation Cost(USD) | $2,000-5,000 annually (self-hosted) | $2,000-5,000 annually (self-hosted) | |
| Learning Curve (hours to proficiency)(hours) | 8-15 hours for basic competency | 8-15 hours for basic competency | |
| Base Monthly Cost (Small Team)(USD) | $0 (self-hosted) or $1,200 (cloud) | $0 (self-hosted) or $1,200 (cloud) | |
| Visualization Types(count) | 25+ | 25+ | |
| Supported Data Sources(count) | 25+ databases and APIs | 25+ databases and APIs | |
| Initial Setup Time(minutes) | 5 minutes | 5 minutes | |
| Data Source Connectors(count) | 25+ integrations | 25+ integrations | |
| Dashboard Minimum Refresh Interval(seconds) | 60 seconds | 60 seconds | |
| User Interface Complexity (Learning Curve)(hours) | 2-3 hours for dashboards | 2-3 hours for dashboards | |
| Total Cost of Ownership (First Year, 10 Users)(USD) | $2,900 (Pro tier) | $2,900 (Pro tier) | |
| Data Connector Integrations(count) | 40+ integrations | 40+ integrations | |
| Maximum Concurrent Users(users) | 500-2,000 users | 500-2,000 users | |
| GitHub Stars(stars) | 35,000+ | 35,000+ | |
| Data Source Integrations(count) | 30+ | 30+ | |
| Notification Channels(integrations) | 5 | 5 | |
| Enterprise License Cost (Annual)(USD) | $3,000-10,000 | $3,000-10,000 | |
| Real-Time Dashboard Latency(milliseconds) | 500-2000 | 500-2000 | |
| Learning Curve (Days to First Dashboard)(days) | 0.5-1 day | 0.5-1 day | |
| Time to Deploy First Dashboard(minutes) | 7 minutes | 7 minutes | |
| Supported Database Connectors(count) | 25 databases | 25 databases | |
| Minimum Infrastructure Requirements (RAM)(GB) | 1 GB | 1 GB | |
| Alert Notification Channels(count) | Email, Slack, webhooks (3 channels) | Email, Slack, webhooks (3 channels) | |
| Community-Reported Setup Success Rate(percent) | 94% successful deployment | 94% successful deployment | |
| Built-in Visualization Types(count) | 18 types | 18 types | |
| Supported Databases(count) | 30+ databases | 30+ databases | |
| Minimum RAM Requirement(GB) | 0.5 GB | 0.5 GB | |
| Time to Build First Dashboard(minutes) | 15-20 minutes | 15-20 minutes | |
| Starting Monthly Cost (SaaS)(USD) | $1,000 | $1,000 | |
| Self-Hosting Cost(USD) | $0 (open-source) | $0 (open-source) | |
| Number of Native Connectors(connectors) | 50+ | 50+ | |
| Max Concurrent Users (Recommended)(users) | 50 | 50 |
Sourced from publicly available data ·
Key Differences
7 attributes compared head-to-head
D
4DomoDomo leads
M
3MetabaseDomo
Attribute
Metabase
- Cloud SaaS onlyDeployment ModelOpen-source + self-hosted option(winner)
- 500+ native connectors(winner)Data Connectors~35 native connectors
- $2,000+ per userStarting Price (Annual)$0 (open-source) or $1,500 professional(winner)
- Advanced orchestration & alerts(winner)Workflow AutomationBasic alerts only
- Moderate to steepLearning CurveGentle (designed for non-technical users)(winner)
- SAML 2.0, OIDC, OAuth(winner)Enterprise SSO SupportLDAP, SAML (professional tier only)
- Full-featured native apps(winner)Mobile App QualityWeb-responsive, limited native features
- Deployment Model
Domo
Cloud SaaS only
Metabase
Open-source + self-hosted option(winner)
- Data Connectors
Domo
500+ native connectors(winner)
Metabase
~35 native connectors
- Starting Price (Annual)
Domo
$2,000+ per user
Metabase
$0 (open-source) or $1,500 professional(winner)
- Workflow Automation
Domo
Advanced orchestration & alerts(winner)
Metabase
Basic alerts only
- Learning Curve
Domo
Moderate to steep
Metabase
Gentle (designed for non-technical users)(winner)
- Enterprise SSO Support
Domo
SAML 2.0, OIDC, OAuth(winner)
Metabase
LDAP, SAML (professional tier only)
- Mobile App Quality
Domo
Full-featured native apps(winner)
Metabase
Web-responsive, limited native features
Full Comparison
| Attribute | Domo | Metabase |
|---|---|---|
| Enterprise Security Certifications(count) | SOC 2 Type II, HIPAA, FedRAMP(winner) | SOC 2 Type II (managed only) |
| Row-Level Security Granularity(text) | Static (role-based) | — |
| Enterprise SSO Methods(count) | SAML 2.0, OIDC, OAuth (3 methods)(winner) | LDAP, SAML in pro tier (2 methods) |
| User Permissions Roles(levels) | 3-4 basic roles | — |
| Row-Level Security (RLS) Capability | Basic manual roles | — |
Show 3 more attributesSAML/SSO Support Premium tier only — Row-Level Security (RLS) Basic dataset-level permissions — Row-Level Security in Open-Source Not available — | ||
| GitHub Community Stars(stars) | Limited public info | 30,000+ |
| GitHub Stars (Community Adoption)(count) | Not open-source | 40,000+ |
| GitHub Stars(stars) | 35,000+ | — |
| Monthly Subscription Cost (Enterprise)(USD) | $3,500 (average) | $90 (managed cloud)(winner) |
| Minimum Annual Cost (Enterprise)(USD) | $100,000 | — |
| Starting Annual Cost(USD) | $5,000 | — |
| Cost for 100-User Organization (Annual)(USD) | $25,000 - $50,000 | — |
| Base Annual Cost (Single User)(USD) | $60,000+ | — |
Show 20 more attributesStarting Price (Per User/Month)(USD) $500+ (org-wide minimum) — Starting Monthly Cost per User(USD) $35 — Annual License Cost (500 users)(USD) $400,000-$800,000 — Starting Price (Monthly per User)(USD) $500 — Starting Enterprise Contract Value(USD per year) $50,000 — Average Monthly Cost Per User(USD) $800-$3,000 — Starting Monthly Price per User(USD) $50 — Base Cost (Annual)(USD) $2,000–$4,000+ per user $0 (open-source) or $1,500 (pro tier) Total Cost (5-user team, 1 year)(USD) $10,000–$20,000 $1,500 (self-hosted open-source or professional) Starting Price (Annual)(USD) $0 (open-source) or $11,940 — Total Cost of Ownership (Year 1, 10 users)(USD) $3,000 (pro tier) — Base Subscription Cost (Annual, 10 Users)(USD) $0 (open-source) — Starting Price (Cloud/Monthly)(USD per month) $120 for Professional — Free Tier Availability(text) Yes, unlimited with self-hosting — Typical Enterprise Implementation Cost(USD) $2,000-5,000 annually (self-hosted) — Base Monthly Cost (Small Team)(USD) $0 (self-hosted) or $1,200 (cloud) — Total Cost of Ownership (First Year, 10 Users)(USD) $2,900 (Pro tier) — Enterprise License Cost (Annual)(USD) $3,000-10,000 — Starting Monthly Cost (SaaS)(USD) $1,000 — Self-Hosting Cost(USD) $0 (open-source) — | ||
| AI/Predictive Analytics | Built-in with automated insight discovery | No native AI features |
| Embedded Analytics Capability(null) | Basic (limited white-label) | — |
| Mobile App Capability | Native iOS/Android with full features | — |
| Customization Flexibility (1-10 scale)(score) | 6/10 (Visual builders) | — |
| AI-Powered Insights | Domo AI with natural language queries | — |
Show 18 more attributesNative Workflow Automation(null) Yes - alerts, routing, task execution — Visualization Types Available(count) 90+ — Real-Time Collaboration Features Built-in — Native Mobile App Support(null) Yes (with offline mode) — White-Label Embedding Capability(capability level) Limited / add-on cost — Embedded Analytics Maturity(rating 1-10) 9 — Pre-built Data Connectors(count) 500+ ~35 Workflow Automation Capabilities Advanced (scheduled jobs, conditional logic, multi-step orchestration) Basic (alerts only) Mobile Native Apps Full-featured iOS & Android apps with offline access Web-responsive only; no native apps SQL Query Support Level Basic SQL, no templating — Mobile App Native iOS/Android — API Capabilities Basic REST API — Visualization Types(count) 25+ — Supported Database Connectors(count) 25 databases — SQL Query Templating Support Limited (basic parameter substitution) — Alert Notification Channels(count) Email, Slack, webhooks (3 channels) — Built-in Visualization Types(count) 18 types — Custom Modeling Language Query builder only (no custom language) — | ||
| Deployment Flexibility(options) | Cloud-only (SaaS) | Self-hosted, Docker, Kubernetes, cloud |
| Typical Org Size (Target)(employees) | 500+ (enterprise) | 10-200 (startup/SMB) |
| Starting Annual Price(USD) | $5,000 entry-level | — |
| Enterprise Edition Annual Cost per User(USD) | $2,400 | — |
| Average Dashboard Load Time(seconds) | 2-3 seconds | — |
| Query Latency (100M rows)(milliseconds) | <500ms | — |
| Data Refresh Rate(times per day) | Real-time (unlimited) | — |
| Query Response Time (10B rows)(seconds) | 5-15 | — |
| Maximum Dataset Size (Optimal Performance)(rows) | 50M rows | — |
Show 9 more attributesMaximum Recommended Dataset Size(rows) 500 million 100 million Maximum Dataset Size Supported(GB) 500GB+ (with optimization) — Maximum Data Refresh Frequency (Standard Tier)(times per day) Real-time (continuous) — Query Speed (Caching)(ms) 2000-5000 — Dashboard Auto-Refresh Speed (Premium tier)(milliseconds) 60,000ms (1-minute minimum) — Query Result Caching Basic caching (5-60 min intervals) — Real-Time Dashboard Latency(milliseconds) 500-2000 — Query Caching Capability Basic query result caching — Minimum Infrastructure Requirements (RAM)(GB) 1 GB — | ||
| Typical Implementation Time(weeks) | 2-4 weeks | 1-2 days(winner) |
| Deployment Options | Cloud (SaaS only) | — |
| Deployment Options Available(count) | 4 (self-hosted, Docker, cloud, hybrid) | — |
| Maximum Concurrent Users (Standard Plan)(users) | Unlimited (license-based) | — |
| Maximum Data Model Size(GB) | 500 GB (with optimization) | — |
| Maximum Concurrent Users Supported(users) | Unlimited (cloud-native) | — |
| Concurrent Users Supported(users) | 50 | — |
| Maximum Dashboard Users(per plan) | Unlimited (self-hosted) | — |
Show 2 more attributesMaximum Concurrent Users(users) 500-2,000 users — Max Concurrent Users (Recommended)(users) 50 — | ||
| Free Trial Period(days) | 30 days | — |
| User Adoption Rate (Typical)(percent) | 75% within 60 days | — |
| Mobile App Usability Rating(score out of 10) | 8.2/10 | — |
| Mobile App Store Rating(stars) | 4.3/5 (2,400 reviews) | — |
| Setup Time(minutes) | 1-2 weeks | — |
| Support Tier - Response Time (Premium)(hours) | 1 hour | — |
| Average Implementation Duration(weeks) | 2.5 weeks | — |
| Typical Implementation Timeline(weeks) | 4-8 months | — |
| Typical Enterprise Implementation(weeks) | 8-16 | — |
| Average Implementation Timeline(weeks) | 6 | — |
| Docker Deployment | Single container, one command | — |
Show 1 more attributeOpen Source Availability Fully open source (AGPL license) — | ||
| Database Query Language Support | SQL via connectors, limited direct database access | — |
| Data Connectors Available(count) | 600+(winner) | 70+ |
| Google Workspace Integration | Partial - via connectors | — |
| Native Excel Integration | Limited, requires API | — |
| Native Data Connectors Available(count) | 70+ | — |
Show 11 more attributesNative Data Connectors(connectors) 300+ 30+ connectors Number of Native Data Connectors(count) 600+ — Microsoft Ecosystem Native Integration(rating 1-10) 3 — Data Connectors(count) 40+ — Database Connectors(count) 20+ — Data Connectors(count) 25+ connectors — Supported Data Sources(count) 25+ databases and APIs — Data Source Connectors(count) 25+ integrations — Data Connector Integrations(count) 40+ integrations — Data Source Integrations(count) 30+ — Number of Native Connectors(connectors) 50+ — | ||
| Non-Technical User Friendliness (1-10 scale)(score) | 8.5/10 (drag-and-drop design) | — |
| Non-Technical User Self-Service Rate(percent) | 90% | — |
| Analyst Proficiency Learning Period(weeks) | 2-3 weeks | — |
| User Interface Complexity Rating(score) | Complex (steep curve) | — |
| Average Setup Time (no-code path)(minutes) | 20 minutes | — |
Show 5 more attributesSetup Time (First Dashboard)(hours) 2-4 hours (UI-based) — Learning Curve (hours to proficiency)(hours) 8-15 hours for basic competency — User Interface Complexity (Learning Curve)(hours) 2-3 hours for dashboards — Visual Query Builder Capability Full drag-and-drop support for all data sources — Time to Build First Dashboard(minutes) 15-20 minutes — | ||
| Global Market Share (2025)(percent) | 2.4% | — |
| Global BI Platform Market Share(percent) | 11.2% | — |
| Global Market Share(%) | 8.5% | — |
| Time to Create First Dashboard(hours (for beginner)) | 20-30 | — |
| Requires SQL/Code Knowledge(boolean) | No, drag-and-drop | — |
| Percentage of Use Cases Needing Code(percent) | 15% | — |
| Setup Time (typical)(minutes) | 2–4 hours (with IT/admin) | 10–30 minutes (Docker/VPS)(winner) |
| User Training Time to Proficiency(hours) | 40–80 hours (formal training often required) | 4–8 hours (self-service learning)(winner) |
Show 1 more attributeLearning Curve (Days to First Dashboard)(days) 0.5-1 day — | ||
| Built-in ETL/Data Integration | Advanced (native) | — |
| Visualization Customization Level | Good (operational focus) | — |
| AI/ML Automation Capabilities(score) | Basic (predictive only) | — |
| Advanced Formula Capabilities(text) | Basic aggregations only | — |
| Machine Learning / AI Features | No native ML features | — |
| Mobile App Editing Capability(text) | Full feature parity with desktop | — |
| Minimum Team Training Required(weeks) | 4-6 weeks | — |
| Mobile Dashboard Editing | Full editing capabilities | — |
| Mobile App Functionality(capabilities) | 95% (with offline mode) | — |
| Built-in Data Governance Tools | Native data certification & lineage | — |
| Row-Level Security (RLS) Support | Limited (via database views) | — |
| Time to First Dashboard(weeks) | 0.75 hours(winner) | 15-30 minutes average |
| Professional Setup Required(hours) | 0.5-2 hours | — |
| G2 Customer Satisfaction Score(out of 5 stars) | 4.5/5 | — |
| Average Implementation Time(weeks) | 4-8 weeks | 0.5-1 week(winner) |
| Built-in ETL Transformation(yes/no) | Yes (Domo Connector Framework) | — |
| Global Active Users(millions) | 0.15M | — |
| Active Users Worldwide(millions) | 1.2 | — |
| Mobile App Dashboard Interactivity(capability level) | Full interactivity + alerts | — |
| Open Source License Type | AGPL v3 | — |
| Community Edition License | SSPL (Elastic-style) | — |
| Available Data Connectors(integrations) | 25+ | — |
| Supported Databases(count) | 30+ databases | — |
| Enterprise Deployments (market share)(companies) | ~2,500 enterprises | — |
| Minimum RAM Required(GB) | 0.5 GB (lightweight) | — |
| Advanced Formula Language Functions(functions) | ~15 basic functions | — |
| Self-Hosting / On-Premises Deployment(null) | Full open-source self-hosting | — |
| Learning Hours to Intermediate Proficiency(hours) | 20–30 hours | — |
| Docker Container Size(MB) | ~300 MB | — |
| Enterprise SSO Support | LDAP, SAML, OAuth 2.0 | — |
| Initial Setup Time(minutes) | 5 minutes | — |
| SQL Editor Capabilities | Basic SQL with visual query builder | — |
| Dashboard Minimum Refresh Interval(seconds) | 60 seconds | — |
| Docker Deployment Complexity | Single docker-compose command, minimal config | — |
| Semantic Layer Capability | Basic (no native semantic layer) | — |
| Notification Channels(integrations) | 5 | — |
| SQL Query Support | Native, no-code visual queries optional | — |
| Time to Deploy First Dashboard(minutes) | 7 minutes | — |
| Community-Reported Setup Success Rate(percent) | 94% successful deployment | — |
| Setup Time(minutes) | 5 minutes | — |
| Minimum RAM Requirement(GB) | 0.5 GB | — |
DDomo
MMetabase
Enterprise Security Certifications(count)
SOC 2 Type II, HIPAA, FedRAMP
SOC 2 Type II (managed only)
Row-Level Security Granularity(text)
Static (role-based)
—
Enterprise SSO Methods(count)
SAML 2.0, OIDC, OAuth (3 methods)
LDAP, SAML in pro tier (2 methods)
User Permissions Roles(levels)
3-4 basic roles
—
Row-Level Security (RLS) Capability
Basic manual roles
—
Show 3 more attributes
SAML/SSO Support
Premium tier only
—
Row-Level Security (RLS)
Basic dataset-level permissions
—
Row-Level Security in Open-Source
Not available
—
GitHub Community Stars(stars)
Limited public info
30,000+
GitHub Stars (Community Adoption)(count)
Not open-source
40,000+
GitHub Stars(stars)
35,000+
—
Monthly Subscription Cost (Enterprise)(USD)
$3,500 (average)
$90 (managed cloud)
Minimum Annual Cost (Enterprise)(USD)
$100,000
—
Starting Annual Cost(USD)
$5,000
—
Cost for 100-User Organization (Annual)(USD)
$25,000 - $50,000
—
Base Annual Cost (Single User)(USD)
$60,000+
—
Show 20 more attributes
Starting Price (Per User/Month)(USD)
$500+ (org-wide minimum)
—
Starting Monthly Cost per User(USD)
$35
—
Annual License Cost (500 users)(USD)
$400,000-$800,000
—
Starting Price (Monthly per User)(USD)
$500
—
Starting Enterprise Contract Value(USD per year)
$50,000
—
Average Monthly Cost Per User(USD)
$800-$3,000
—
Starting Monthly Price per User(USD)
$50
—
Base Cost (Annual)(USD)
$2,000–$4,000+ per user
$0 (open-source) or $1,500 (pro tier)
Total Cost (5-user team, 1 year)(USD)
$10,000–$20,000
$1,500 (self-hosted open-source or professional)
Starting Price (Annual)(USD)
$0 (open-source) or $11,940
—
Total Cost of Ownership (Year 1, 10 users)(USD)
$3,000 (pro tier)
—
Base Subscription Cost (Annual, 10 Users)(USD)
$0 (open-source)
—
Starting Price (Cloud/Monthly)(USD per month)
$120 for Professional
—
Free Tier Availability(text)
Yes, unlimited with self-hosting
—
Typical Enterprise Implementation Cost(USD)
$2,000-5,000 annually (self-hosted)
—
Base Monthly Cost (Small Team)(USD)
$0 (self-hosted) or $1,200 (cloud)
—
Total Cost of Ownership (First Year, 10 Users)(USD)
$2,900 (Pro tier)
—
Enterprise License Cost (Annual)(USD)
$3,000-10,000
—
Starting Monthly Cost (SaaS)(USD)
$1,000
—
Self-Hosting Cost(USD)
$0 (open-source)
—
AI/Predictive Analytics
Built-in with automated insight discovery
No native AI features
Embedded Analytics Capability(null)
Basic (limited white-label)
—
Mobile App Capability
Native iOS/Android with full features
—
Customization Flexibility (1-10 scale)(score)
6/10 (Visual builders)
—
AI-Powered Insights
Domo AI with natural language queries
—
Show 18 more attributes
Native Workflow Automation(null)
Yes - alerts, routing, task execution
—
Visualization Types Available(count)
90+
—
Real-Time Collaboration Features
Built-in
—
Native Mobile App Support(null)
Yes (with offline mode)
—
White-Label Embedding Capability(capability level)
Limited / add-on cost
—
Embedded Analytics Maturity(rating 1-10)
9
—
Pre-built Data Connectors(count)
500+
~35
Workflow Automation Capabilities
Advanced (scheduled jobs, conditional logic, multi-step orchestration)
Basic (alerts only)
Mobile Native Apps
Full-featured iOS & Android apps with offline access
Web-responsive only; no native apps
SQL Query Support Level
Basic SQL, no templating
—
Mobile App
Native iOS/Android
—
API Capabilities
Basic REST API
—
Visualization Types(count)
25+
—
Supported Database Connectors(count)
25 databases
—
SQL Query Templating Support
Limited (basic parameter substitution)
—
Alert Notification Channels(count)
Email, Slack, webhooks (3 channels)
—
Built-in Visualization Types(count)
18 types
—
Custom Modeling Language
Query builder only (no custom language)
—
Deployment Flexibility(options)
Cloud-only (SaaS)
Self-hosted, Docker, Kubernetes, cloud
Typical Org Size (Target)(employees)
500+ (enterprise)
10-200 (startup/SMB)
Starting Annual Price(USD)
$5,000 entry-level
—
Enterprise Edition Annual Cost per User(USD)
$2,400
—
Average Dashboard Load Time(seconds)
2-3 seconds
—
Query Latency (100M rows)(milliseconds)
<500ms
—
Data Refresh Rate(times per day)
Real-time (unlimited)
—
Query Response Time (10B rows)(seconds)
5-15
—
Maximum Dataset Size (Optimal Performance)(rows)
50M rows
—
Show 9 more attributes
Maximum Recommended Dataset Size(rows)
500 million
100 million
Maximum Dataset Size Supported(GB)
500GB+ (with optimization)
—
Maximum Data Refresh Frequency (Standard Tier)(times per day)
Real-time (continuous)
—
Query Speed (Caching)(ms)
2000-5000
—
Dashboard Auto-Refresh Speed (Premium tier)(milliseconds)
60,000ms (1-minute minimum)
—
Query Result Caching
Basic caching (5-60 min intervals)
—
Real-Time Dashboard Latency(milliseconds)
500-2000
—
Query Caching Capability
Basic query result caching
—
Minimum Infrastructure Requirements (RAM)(GB)
1 GB
—
Typical Implementation Time(weeks)
2-4 weeks
1-2 days
Deployment Options
Cloud (SaaS only)
—
Deployment Options Available(count)
4 (self-hosted, Docker, cloud, hybrid)
—
Maximum Concurrent Users (Standard Plan)(users)
Unlimited (license-based)
—
Maximum Data Model Size(GB)
500 GB (with optimization)
—
Maximum Concurrent Users Supported(users)
Unlimited (cloud-native)
—
Concurrent Users Supported(users)
50
—
Maximum Dashboard Users(per plan)
Unlimited (self-hosted)
—
Show 2 more attributes
Maximum Concurrent Users(users)
500-2,000 users
—
Max Concurrent Users (Recommended)(users)
50
—
Free Trial Period(days)
30 days
—
User Adoption Rate (Typical)(percent)
75% within 60 days
—
Mobile App Usability Rating(score out of 10)
8.2/10
—
Mobile App Store Rating(stars)
4.3/5 (2,400 reviews)
—
Setup Time(minutes)
1-2 weeks
—
Support Tier - Response Time (Premium)(hours)
1 hour
—
Average Implementation Duration(weeks)
2.5 weeks
—
Typical Implementation Timeline(weeks)
4-8 months
—
Typical Enterprise Implementation(weeks)
8-16
—
Average Implementation Timeline(weeks)
6
—
Docker Deployment
Single container, one command
—
Show 1 more attribute
Open Source Availability
Fully open source (AGPL license)
—
Database Query Language Support
SQL via connectors, limited direct database access
—
Data Connectors Available(count)
600+
70+
Google Workspace Integration
Partial - via connectors
—
Native Excel Integration
Limited, requires API
—
Native Data Connectors Available(count)
70+
—
Show 11 more attributes
Native Data Connectors(connectors)
300+
30+ connectors
Number of Native Data Connectors(count)
600+
—
Microsoft Ecosystem Native Integration(rating 1-10)
3
—
Data Connectors(count)
40+
—
Database Connectors(count)
20+
—
Data Connectors(count)
25+ connectors
—
Supported Data Sources(count)
25+ databases and APIs
—
Data Source Connectors(count)
25+ integrations
—
Data Connector Integrations(count)
40+ integrations
—
Data Source Integrations(count)
30+
—
Number of Native Connectors(connectors)
50+
—
Non-Technical User Friendliness (1-10 scale)(score)
8.5/10 (drag-and-drop design)
—
Non-Technical User Self-Service Rate(percent)
90%
—
Analyst Proficiency Learning Period(weeks)
2-3 weeks
—
User Interface Complexity Rating(score)
Complex (steep curve)
—
Average Setup Time (no-code path)(minutes)
20 minutes
—
Show 5 more attributes
Setup Time (First Dashboard)(hours)
2-4 hours (UI-based)
—
Learning Curve (hours to proficiency)(hours)
8-15 hours for basic competency
—
User Interface Complexity (Learning Curve)(hours)
2-3 hours for dashboards
—
Visual Query Builder Capability
Full drag-and-drop support for all data sources
—
Time to Build First Dashboard(minutes)
15-20 minutes
—
Global Market Share (2025)(percent)
2.4%
—
Global BI Platform Market Share(percent)
11.2%
—
Global Market Share(%)
8.5%
—
Time to Create First Dashboard(hours (for beginner))
20-30
—
Requires SQL/Code Knowledge(boolean)
No, drag-and-drop
—
Percentage of Use Cases Needing Code(percent)
15%
—
Setup Time (typical)(minutes)
2–4 hours (with IT/admin)
10–30 minutes (Docker/VPS)
User Training Time to Proficiency(hours)
40–80 hours (formal training often required)
4–8 hours (self-service learning)
Show 1 more attribute
Learning Curve (Days to First Dashboard)(days)
0.5-1 day
—
Built-in ETL/Data Integration
Advanced (native)
—
Visualization Customization Level
Good (operational focus)
—
AI/ML Automation Capabilities(score)
Basic (predictive only)
—
Advanced Formula Capabilities(text)
Basic aggregations only
—
Machine Learning / AI Features
No native ML features
—
Mobile App Editing Capability(text)
Full feature parity with desktop
—
Minimum Team Training Required(weeks)
4-6 weeks
—
Mobile Dashboard Editing
Full editing capabilities
—
Mobile App Functionality(capabilities)
95% (with offline mode)
—
Built-in Data Governance Tools
Native data certification & lineage
—
Row-Level Security (RLS) Support
Limited (via database views)
—
Time to First Dashboard(weeks)
0.75 hours
15-30 minutes average
Professional Setup Required(hours)
0.5-2 hours
—
G2 Customer Satisfaction Score(out of 5 stars)
4.5/5
—
Average Implementation Time(weeks)
4-8 weeks
0.5-1 week
Built-in ETL Transformation(yes/no)
Yes (Domo Connector Framework)
—
Global Active Users(millions)
0.15M
—
Active Users Worldwide(millions)
1.2
—
Mobile App Dashboard Interactivity(capability level)
Full interactivity + alerts
—
Open Source License Type
AGPL v3
—
Community Edition License
SSPL (Elastic-style)
—
Available Data Connectors(integrations)
25+
—
Supported Databases(count)
30+ databases
—
Enterprise Deployments (market share)(companies)
~2,500 enterprises
—
Minimum RAM Required(GB)
0.5 GB (lightweight)
—
Advanced Formula Language Functions(functions)
~15 basic functions
—
Self-Hosting / On-Premises Deployment(null)
Full open-source self-hosting
—
Learning Hours to Intermediate Proficiency(hours)
20–30 hours
—
Docker Container Size(MB)
~300 MB
—
Enterprise SSO Support
LDAP, SAML, OAuth 2.0
—
Initial Setup Time(minutes)
5 minutes
—
SQL Editor Capabilities
Basic SQL with visual query builder
—
Dashboard Minimum Refresh Interval(seconds)
60 seconds
—
Docker Deployment Complexity
Single docker-compose command, minimal config
—
Semantic Layer Capability
Basic (no native semantic layer)
—
Notification Channels(integrations)
5
—
SQL Query Support
Native, no-code visual queries optional
—
Time to Deploy First Dashboard(minutes)
7 minutes
—
Community-Reported Setup Success Rate(percent)
94% successful deployment
—
Setup Time(minutes)
5 minutes
—
Minimum RAM Requirement(GB)
0.5 GB
—
Pros & Cons
10 pros·6 cons across both
D
M
D
Domo
+5-3
Pros
- 500+ pre-built data connectors including SAP, Oracle, Salesforce, and custom APIs
- Advanced workflow automation with scheduled jobs, conditional logic, and multi-step orchestration
- Full-featured native mobile apps (iOS/Android) with offline access
- Enterprise security: SAML 2.0, OIDC, OAuth, role-based access control, and audit logs
- Domo Governance Suite for data lineage, quality rules, and compliance (SOX, HIPAA)
Cons
- Per-user licensing ($2,000-$4,000+ annually) makes it prohibitively expensive for small teams
- Steep learning curve for non-technical users despite recent UI improvements; requires training
- Vendor lock-in risk; migrating away requires manual export/transformation of all content
M
Metabase
+5-3
Pros
- Free and open-source with no licensing fees; professional tier is $1,500/year (vs. Domo's per-user model)
- Gentle learning curve; non-technical users can build dashboards and queries in minutes without SQL
- Self-hosted option gives full data control and eliminates SaaS vendor lock-in
- Lightweight footprint; deployable on Docker, Kubernetes, or single VPS in <10 minutes
- Active open-source community with 40,000+ GitHub stars and regular updates
Cons
- ~35 native connectors vs. Domo's 500+; requires custom SQL/API connectors for niche systems
- Limited workflow automation—alerts only; no multi-step jobs or conditional logic like Domo
- Mobile experience is web-responsive only; no native iOS/Android apps with offline access
Frequently Asked Questions
5 questions
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.
Resources & Learn More
Curated sources to dive deeper
Where to Buy
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