Count vs Dremio
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Count offers more features (45 vs 29) and more integrations (35 vs 9). Starting price: Count at $49/mo vs Dremio at Free. Count has 45 unique features while Dremio has 29 unique features, with 0 features in common.
| Count | Dremio | |
|---|---|---|
| Category | Analytics | Analytics |
| Total Features | 45 | 29 |
| AI-Powered Features | 2 | 12 |
| Starting Price | $49/mo | Free |
| Pricing Tiers | 4 | 4 |
| Integrations | 35 | 9 |
| Shared Features | 0 | |
| Shared Integrations | 1 | |
| Data Quality | 90% | 70% |
Feature Comparison by Category
AI (1 vs 5)
| Feature | Count | Dremio |
|---|---|---|
| AI Agent | ||
| AI Semantic Layer | ||
| AI-Powered Semantic Search | ||
| Agent Choice | ||
| Autonomous Performance | ||
| MCP Server |
Analysis (3 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| Data Exploration | ||
| Python Analysis | ||
| SQL Analysis |
Analytics (1 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| Full Usage Telemetry |
Automation (1 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| Scheduled Queries |
Caching (4 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| Canvas Caching | ||
| Query Caching | ||
| Scheduled Query Caching | ||
| Semantic Layer Caching |
Collaboration (2 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| Collaborative Canvas | ||
| Version History |
Compliance (4 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| Data Residency Controls | ||
| GDPR Compliance | ||
| HIPAA Compliance | ||
| SOC2 Compliance |
Customization (1 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| Custom Fonts and Styles |
Data Integration (0 vs 10)
| Feature | Count | Dremio |
|---|---|---|
| Apache Arrow Support | ||
| Apache Iceberg Support | ||
| Apache Polaris Integration | ||
| Apache Polaris REST Catalog | ||
| Data Fabric | ||
| Data Unification with Zero ETL | ||
| Hybrid Lakehouse | ||
| Lake to Iceberg Lakehouse | ||
| Query Federation | ||
| Zero Data Migration |
Data Management (1 vs 1)
| Feature | Count | Dremio |
|---|---|---|
| Count Metrics Semantic Layer | ||
| OPTIMIZE and VACUUM Commands |
Developer Tools (0 vs 2)
| Feature | Count | Dremio |
|---|---|---|
| Custom Connectors | ||
| Python Support |
Governance (0 vs 1)
| Feature | Count | Dremio |
|---|---|---|
| Open Catalog (Apache Polaris) |
Infrastructure (2 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| Compute Layer | ||
| In-browser Compute Engine |
Integration (7 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| Database Connections | ||
| GitHub Integration | ||
| Google Sheets Integration | ||
| MCP Support | ||
| RESTful API | ||
| SCIM Integration | ||
| dbt Integration |
Integrations (0 vs 1)
| Feature | Count | Dremio |
|---|---|---|
| BI Tool Integration |
Migration (0 vs 1)
| Feature | Count | Dremio |
|---|---|---|
| Warehouse to Lakehouse Migration |
Notifications (3 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| Alerts | ||
| Email Alerts | ||
| Slack Alerts |
Organization (1 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| Canvas Tags |
Performance (0 vs 6)
| Feature | Count | Dremio |
|---|---|---|
| Arrow-Based Engine | ||
| Automatic Iceberg Clustering | ||
| Autonomous Reflections | ||
| Columnar Cloud Cache (C3) | ||
| Iceberg Clustering | ||
| Query Optimization at Runtime |
Platform Management (0 vs 1)
| Feature | Count | Dremio |
|---|---|---|
| Automatic Updates and Scaling |
Productivity (1 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| Custom Templates |
Reporting (2 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| Dashboards | ||
| Reports and Presentations |
Security (6 vs 1)
| Feature | Count | Dremio |
|---|---|---|
| Custom SSO | ||
| Domain Whitelisting | ||
| Fine-grain Permissions | ||
| Okta SSO | ||
| Role-Based Access Control | ||
| Row-level Security | ||
| Session Control |
Sharing (2 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| Embedding | ||
| Public Sharing |
Support (2 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| Custom Training Program | ||
| Priority Support |
Visualization (1 vs 0)
| Feature | Count | Dremio |
|---|---|---|
| No-code Tables and Visualizations |
Unique Features
Only in Count (45)
AI Agent
Data Exploration
Python Analysis
SQL Analysis
Full Usage Telemetry
Scheduled Queries
Canvas Caching
Query Caching
Scheduled Query Caching
Semantic Layer Caching
Collaborative Canvas
Version History
Data Residency Controls
GDPR Compliance
HIPAA Compliance
SOC2 Compliance
Custom Fonts and Styles
Count Metrics Semantic Layer
Compute Layer
In-browser Compute Engine
+ 25 more unique features
Only in Dremio (29)
Agent Choice
AI Semantic Layer
AI-Powered Semantic Search
Autonomous Performance
MCP Server
Apache Arrow Support
Apache Iceberg Support
Apache Polaris Integration
Apache Polaris REST Catalog
Data Fabric
Data Unification with Zero ETL
Hybrid Lakehouse
Lake to Iceberg Lakehouse
Query Federation
Zero Data Migration
OPTIMIZE and VACUUM Commands
Custom Connectors
Python Support
Open Catalog (Apache Polaris)
BI Tool Integration
+ 9 more unique features
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