KNIME vs Streamlit
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
KNIME offers more features (45 vs 13) and more integrations (51 vs 4). Starting price: KNIME at $19/mo vs Streamlit at Contact Sales. KNIME has 45 unique features while Streamlit has 13 unique features, with 0 features in common.
| KNIME | Streamlit | |
|---|---|---|
| Category | Analytics | Analytics |
| Total Features | 45 | 13 |
| AI-Powered Features | 6 | 1 |
| Starting Price | $19/mo | Contact Sales |
| Pricing Tiers | 4 | 0 |
| Integrations | 51 | 4 |
| Shared Features | 0 | |
| Shared Integrations | 1 | |
| Data Quality | 90% | 40% |
Feature Comparison by Category
AI (0 vs 1)
| Feature | KNIME | Streamlit |
|---|---|---|
| Cortex Code CLI |
AI/ML (4 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Deep Learning | ||
| Generative AI Integration | ||
| K-AI Assistant | ||
| Machine Learning & Predictive AI |
Administration (1 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Centralized Administration |
Analytics (1 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Data Analytics |
Automation (1 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Workflow Scheduling & Automation |
Collaboration (4 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Collaboration & Sharing | ||
| Multi-Team Collaboration | ||
| Version Control | ||
| Workflow Reusability |
Community (1 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Community Forum |
Core Functionality (1 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Visual Workflow Builder |
Data Preparation (3 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Data Blending | ||
| Data Transformation & Cleaning | ||
| Data Type Support |
Deployment (2 vs 2)
| Feature | KNIME | Streamlit |
|---|---|---|
| Community Cloud Deployment | ||
| Data App Deployment | ||
| REST API Deployment | ||
| Snowflake Integration |
Development (3 vs 3)
| Feature | KNIME | Streamlit |
|---|---|---|
| Automatic App Updates | ||
| Code Environment Management | ||
| Code Integration | ||
| Custom Node Development | ||
| Magic Commands API | ||
| Python-based Development |
Discovery (0 vs 1)
| Feature | KNIME | Streamlit |
|---|---|---|
| App Gallery |
Education (0 vs 1)
| Feature | KNIME | Streamlit |
|---|---|---|
| Crash Course Tutorial |
Extensibility (0 vs 1)
| Feature | KNIME | Streamlit |
|---|---|---|
| Streamlit Components |
Governance (5 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| AI Model Management | ||
| Automated Testing & Validation | ||
| GenAI Gateway | ||
| Model Validation & Monitoring | ||
| Staged Deployment |
Infrastructure (5 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Cloud-Native Architecture | ||
| Extended Disk Space | ||
| High Availability Setup | ||
| Kubernetes Deployment | ||
| Resource Allocation & Scaling |
Integration (2 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Data Access & Connectors | ||
| REST API Control |
Interaction (0 vs 1)
| Feature | KNIME | Streamlit |
|---|---|---|
| Widget Support |
Learning (1 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Self-Paced Courses |
Monitoring (1 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Workflow Monitoring |
Organization (1 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Custom Collections |
Output (1 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Report Generation |
Security (5 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Fine-Grained Permissions | ||
| LDAP & OAuth Authentication | ||
| Read-Only Access | ||
| SCIM Synchronization | ||
| Secrets Management |
Specialized Analytics (2 vs 0)
| Feature | KNIME | Streamlit |
|---|---|---|
| Geospatial Analysis | ||
| Image Analysis |
Support (0 vs 1)
| Feature | KNIME | Streamlit |
|---|---|---|
| Documentation & Forums |
Testing & Prototyping (0 vs 1)
| Feature | KNIME | Streamlit |
|---|---|---|
| Live Playground |
Visualization (1 vs 1)
| Feature | KNIME | Streamlit |
|---|---|---|
| Data Visualization | ||
| Interactive Data Visualization |
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
Only in Streamlit (13)
Cortex Code CLI
Community Cloud Deployment
Snowflake Integration
Automatic App Updates
Magic Commands API
Python-based Development
App Gallery
Crash Course Tutorial
Streamlit Components
Widget Support
Documentation & Forums
Live Playground
Data Visualization
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