G2 vs KNIME
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
G2 offers fewer features (43 vs 45) and fewer integrations (28 vs 51). Starting price: G2 at $99/mo vs KNIME at $19/mo. G2 has 43 unique features while KNIME has 45 unique features, with 0 features in common.
| G2 | KNIME | |
|---|---|---|
| Category | Analytics | Analytics |
| Total Features | 43 | 45 |
| AI-Powered Features | 15 | 6 |
| Starting Price | $99/mo | $19/mo |
| Pricing Tiers | 5 | 4 |
| Integrations | 28 | 51 |
| Shared Features | 0 | |
| Shared Integrations | 5 | |
| Data Quality | 72% | 90% |
Feature Comparison by Category
AI/ML (0 vs 4)
| Feature | G2 | KNIME |
|---|---|---|
| Deep Learning | ||
| Generative AI Integration | ||
| K-AI Assistant | ||
| Machine Learning & Predictive AI |
Administration (0 vs 1)
| Feature | G2 | KNIME |
|---|---|---|
| Centralized Administration |
Analytics (7 vs 1)
| Feature | G2 | KNIME |
|---|---|---|
| Category Rankings | ||
| Custom Analytics | ||
| Data Analytics | ||
| G2 Score | ||
| Grid Reports | ||
| Implementation Success Data | ||
| Industry Benchmarks | ||
| Review Analytics |
Automation (0 vs 1)
| Feature | G2 | KNIME |
|---|---|---|
| Workflow Scheduling & Automation |
Collaboration (0 vs 4)
| Feature | G2 | KNIME |
|---|---|---|
| Collaboration & Sharing | ||
| Multi-Team Collaboration | ||
| Version Control | ||
| Workflow Reusability |
Community (0 vs 1)
| Feature | G2 | KNIME |
|---|---|---|
| Community Forum |
Core (3 vs 0)
| Feature | G2 | KNIME |
|---|---|---|
| Fraud Detection | ||
| Product Reviews | ||
| Verified User Reviews |
Core Functionality (0 vs 1)
| Feature | G2 | KNIME |
|---|---|---|
| Visual Workflow Builder |
Data Preparation (0 vs 3)
| Feature | G2 | KNIME |
|---|---|---|
| Data Blending | ||
| Data Transformation & Cleaning | ||
| Data Type Support |
Deployment (0 vs 2)
| Feature | G2 | KNIME |
|---|---|---|
| Data App Deployment | ||
| REST API Deployment |
Development (0 vs 3)
| Feature | G2 | KNIME |
|---|---|---|
| Code Environment Management | ||
| Code Integration | ||
| Custom Node Development |
Discovery (4 vs 0)
| Feature | G2 | KNIME |
|---|---|---|
| Alternative Finder | ||
| Feature Tours | ||
| Product Recommendations | ||
| Video Reviews |
Evaluation (1 vs 0)
| Feature | G2 | KNIME |
|---|---|---|
| ROI Calculator |
Governance (0 vs 5)
| Feature | G2 | KNIME |
|---|---|---|
| AI Model Management | ||
| Automated Testing & Validation | ||
| GenAI Gateway | ||
| Model Validation & Monitoring | ||
| Staged Deployment |
Infrastructure (0 vs 5)
| Feature | G2 | KNIME |
|---|---|---|
| Cloud-Native Architecture | ||
| Extended Disk Space | ||
| High Availability Setup | ||
| Kubernetes Deployment | ||
| Resource Allocation & Scaling |
Integration (1 vs 2)
| Feature | G2 | KNIME |
|---|---|---|
| API Access | ||
| Data Access & Connectors | ||
| REST API Control |
Learning (2 vs 1)
| Feature | G2 | KNIME |
|---|---|---|
| Market Insights Newsletter | ||
| Self-Paced Courses | ||
| Webinar Series |
Monitoring (0 vs 1)
| Feature | G2 | KNIME |
|---|---|---|
| Workflow Monitoring |
Organization (0 vs 1)
| Feature | G2 | KNIME |
|---|---|---|
| Custom Collections |
Output (0 vs 1)
| Feature | G2 | KNIME |
|---|---|---|
| Report Generation |
Platform (1 vs 0)
| Feature | G2 | KNIME |
|---|---|---|
| Mobile App |
Purchasing (1 vs 0)
| Feature | G2 | KNIME |
|---|---|---|
| Deal Listings |
Research (10 vs 0)
| Feature | G2 | KNIME |
|---|---|---|
| Comparison Matrix | ||
| Content Library | ||
| Expert Insights | ||
| Feature Comparison Builder | ||
| Integration Marketplace | ||
| Migration Guides | ||
| Pricing Information | ||
| Reports & Research | ||
| Seasonal Reports | ||
| Use Case Library |
Sales (1 vs 0)
| Feature | G2 | KNIME |
|---|---|---|
| Lead Generation |
Sales Intelligence (3 vs 0)
| Feature | G2 | KNIME |
|---|---|---|
| Buyer Intent Data | ||
| Buyer Persona Report | ||
| User Personas |
Search (2 vs 0)
| Feature | G2 | KNIME |
|---|---|---|
| Advanced Filters | ||
| Smart Search |
Security (0 vs 5)
| Feature | G2 | KNIME |
|---|---|---|
| Fine-Grained Permissions | ||
| LDAP & OAuth Authentication | ||
| Read-Only Access | ||
| SCIM Synchronization | ||
| Secrets Management |
Specialized Analytics (0 vs 2)
| Feature | G2 | KNIME |
|---|---|---|
| Geospatial Analysis | ||
| Image Analysis |
Vendor Tools (7 vs 0)
| Feature | G2 | KNIME |
|---|---|---|
| Award Badges | ||
| Competitor Tracking | ||
| Implementation Support | ||
| Review Management | ||
| Vendor Dashboard | ||
| Vendor Growth Program | ||
| White Label Reports |
Visualization (0 vs 1)
| Feature | G2 | KNIME |
|---|---|---|
| Interactive Data Visualization |
Unique Features
Only in G2 (43)
Category Rankings
Custom Analytics
G2 Score
Grid Reports
Implementation Success Data
Industry Benchmarks
Review Analytics
Fraud Detection
Product Reviews
Verified User Reviews
Alternative Finder
Feature Tours
Product Recommendations
Video Reviews
ROI Calculator
API Access
Market Insights Newsletter
Webinar Series
Mobile App
Deal Listings
+ 23 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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