Dremio vs KNIME
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Dremio offers fewer features (29 vs 45) and fewer integrations (9 vs 51). Starting price: Dremio at Free vs KNIME at $19/mo. Dremio has 29 unique features while KNIME has 45 unique features, with 0 features in common.
| Dremio | KNIME | |
|---|---|---|
| Category | Analytics | Analytics |
| Total Features | 29 | 45 |
| AI-Powered Features | 12 | 6 |
| Starting Price | Free | $19/mo |
| Pricing Tiers | 4 | 4 |
| Integrations | 9 | 51 |
| Shared Features | 0 | |
| Shared Integrations | 3 | |
| Data Quality | 70% | 90% |
Feature Comparison by Category
AI (5 vs 0)
| Feature | Dremio | KNIME |
|---|---|---|
| AI Semantic Layer | ||
| AI-Powered Semantic Search | ||
| Agent Choice | ||
| Autonomous Performance | ||
| MCP Server |
AI/ML (0 vs 4)
| Feature | Dremio | KNIME |
|---|---|---|
| Deep Learning | ||
| Generative AI Integration | ||
| K-AI Assistant | ||
| Machine Learning & Predictive AI |
Administration (0 vs 1)
| Feature | Dremio | KNIME |
|---|---|---|
| Centralized Administration |
Analytics (0 vs 1)
| Feature | Dremio | KNIME |
|---|---|---|
| Data Analytics |
Automation (0 vs 1)
| Feature | Dremio | KNIME |
|---|---|---|
| Workflow Scheduling & Automation |
Collaboration (0 vs 4)
| Feature | Dremio | KNIME |
|---|---|---|
| Collaboration & Sharing | ||
| Multi-Team Collaboration | ||
| Version Control | ||
| Workflow Reusability |
Community (0 vs 1)
| Feature | Dremio | KNIME |
|---|---|---|
| Community Forum |
Core Functionality (0 vs 1)
| Feature | Dremio | KNIME |
|---|---|---|
| Visual Workflow Builder |
Data Integration (10 vs 0)
| Feature | Dremio | KNIME |
|---|---|---|
| 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 0)
| Feature | Dremio | KNIME |
|---|---|---|
| OPTIMIZE and VACUUM Commands |
Data Preparation (0 vs 3)
| Feature | Dremio | KNIME |
|---|---|---|
| Data Blending | ||
| Data Transformation & Cleaning | ||
| Data Type Support |
Deployment (0 vs 2)
| Feature | Dremio | KNIME |
|---|---|---|
| Data App Deployment | ||
| REST API Deployment |
Developer Tools (2 vs 0)
| Feature | Dremio | KNIME |
|---|---|---|
| Custom Connectors | ||
| Python Support |
Development (0 vs 3)
| Feature | Dremio | KNIME |
|---|---|---|
| Code Environment Management | ||
| Code Integration | ||
| Custom Node Development |
Governance (1 vs 5)
| Feature | Dremio | KNIME |
|---|---|---|
| AI Model Management | ||
| Automated Testing & Validation | ||
| GenAI Gateway | ||
| Model Validation & Monitoring | ||
| Open Catalog (Apache Polaris) | ||
| Staged Deployment |
Infrastructure (0 vs 5)
| Feature | Dremio | KNIME |
|---|---|---|
| Cloud-Native Architecture | ||
| Extended Disk Space | ||
| High Availability Setup | ||
| Kubernetes Deployment | ||
| Resource Allocation & Scaling |
Integration (0 vs 2)
| Feature | Dremio | KNIME |
|---|---|---|
| Data Access & Connectors | ||
| REST API Control |
Integrations (1 vs 0)
| Feature | Dremio | KNIME |
|---|---|---|
| BI Tool Integration |
Learning (0 vs 1)
| Feature | Dremio | KNIME |
|---|---|---|
| Self-Paced Courses |
Migration (1 vs 0)
| Feature | Dremio | KNIME |
|---|---|---|
| Warehouse to Lakehouse Migration |
Monitoring (0 vs 1)
| Feature | Dremio | KNIME |
|---|---|---|
| Workflow Monitoring |
Organization (0 vs 1)
| Feature | Dremio | KNIME |
|---|---|---|
| Custom Collections |
Output (0 vs 1)
| Feature | Dremio | KNIME |
|---|---|---|
| Report Generation |
Performance (6 vs 0)
| Feature | Dremio | KNIME |
|---|---|---|
| Arrow-Based Engine | ||
| Automatic Iceberg Clustering | ||
| Autonomous Reflections | ||
| Columnar Cloud Cache (C3) | ||
| Iceberg Clustering | ||
| Query Optimization at Runtime |
Platform Management (1 vs 0)
| Feature | Dremio | KNIME |
|---|---|---|
| Automatic Updates and Scaling |
Security (1 vs 5)
| Feature | Dremio | KNIME |
|---|---|---|
| Fine-Grained Permissions | ||
| LDAP & OAuth Authentication | ||
| Read-Only Access | ||
| Role-Based Access Control | ||
| SCIM Synchronization | ||
| Secrets Management |
Specialized Analytics (0 vs 2)
| Feature | Dremio | KNIME |
|---|---|---|
| Geospatial Analysis | ||
| Image Analysis |
Visualization (0 vs 1)
| Feature | Dremio | KNIME |
|---|---|---|
| Interactive Data Visualization |
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
Only in KNIME (45)
Centralized Administration
Deep Learning
Generative AI Integration
K-AI Assistant
Machine Learning & Predictive AI
Data Analytics
Workflow Scheduling & Automation
Collaboration & Sharing
Multi-Team Collaboration
Version Control
Workflow Reusability
Community Forum
Visual Workflow Builder
Data Blending
Data Transformation & Cleaning
Data Type Support
Data App Deployment
REST API Deployment
Code Environment Management
Code Integration
+ 25 more unique features
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