Apache Spark vs KNIME
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Apache Spark offers fewer features (12 vs 45) and fewer integrations (4 vs 51). Starting price: Apache Spark at Contact Sales vs KNIME at $19/mo. Apache Spark has 12 unique features while KNIME has 45 unique features, with 0 features in common.
| Apache Spark | KNIME | |
|---|---|---|
| Category | Analytics | Analytics |
| Total Features | 12 | 45 |
| AI-Powered Features | 1 | 6 |
| Starting Price | Contact Sales | $19/mo |
| Pricing Tiers | 0 | 4 |
| Integrations | 4 | 51 |
| Shared Features | 0 | |
| Shared Integrations | 0 | |
| Data Quality | 40% | 90% |
Feature Comparison by Category
AI/ML (0 vs 4)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Deep Learning | ||
| Generative AI Integration | ||
| K-AI Assistant | ||
| Machine Learning & Predictive AI |
Administration (0 vs 1)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Centralized Administration |
Analytics (2 vs 1)
| Feature | Apache Spark | KNIME |
|---|---|---|
| ANSI SQL Support | ||
| Data Analytics | ||
| SQL Analytics |
Automation (0 vs 1)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Workflow Scheduling & Automation |
Collaboration (0 vs 4)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Collaboration & Sharing | ||
| Multi-Team Collaboration | ||
| Version Control | ||
| Workflow Reusability |
Community (0 vs 1)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Community Forum |
Core Functionality (0 vs 1)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Visual Workflow Builder |
Data Preparation (0 vs 3)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Data Blending | ||
| Data Transformation & Cleaning | ||
| Data Type Support |
Data Processing (2 vs 0)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Batch/Streaming Data Processing | ||
| Structured and Unstructured Data Support |
Data Science (1 vs 0)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Exploratory Data Analysis (EDA) |
Deployment (1 vs 2)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Data App Deployment | ||
| Docker Support | ||
| REST API Deployment |
Developer Experience (1 vs 0)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Multi-Language Support |
Development (0 vs 3)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Code Environment Management | ||
| Code Integration | ||
| Custom Node Development |
Engine (1 vs 0)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Distributed SQL Engine |
Governance (0 vs 5)
| Feature | Apache Spark | KNIME |
|---|---|---|
| AI Model Management | ||
| Automated Testing & Validation | ||
| GenAI Gateway | ||
| Model Validation & Monitoring | ||
| Staged Deployment |
Infrastructure (1 vs 5)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Cloud-Native Architecture | ||
| Extended Disk Space | ||
| Fault-Tolerant Cluster Computing | ||
| High Availability Setup | ||
| Kubernetes Deployment | ||
| Resource Allocation & Scaling |
Installation (1 vs 0)
| Feature | Apache Spark | KNIME |
|---|---|---|
| PIP Installation |
Integration (0 vs 2)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Data Access & Connectors | ||
| REST API Control |
Learning (0 vs 1)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Self-Paced Courses |
Machine Learning (1 vs 0)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Machine Learning |
Monitoring (0 vs 1)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Workflow Monitoring |
Organization (0 vs 1)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Custom Collections |
Output (0 vs 1)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Report Generation |
Performance (1 vs 0)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Adaptive Query Execution |
Security (0 vs 5)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Fine-Grained Permissions | ||
| LDAP & OAuth Authentication | ||
| Read-Only Access | ||
| SCIM Synchronization | ||
| Secrets Management |
Specialized Analytics (0 vs 2)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Geospatial Analysis | ||
| Image Analysis |
Visualization (0 vs 1)
| Feature | Apache Spark | KNIME |
|---|---|---|
| Interactive Data Visualization |
Unique Features
Only in Apache Spark (12)
ANSI SQL Support
SQL Analytics
Batch/Streaming Data Processing
Structured and Unstructured Data Support
Exploratory Data Analysis (EDA)
Docker Support
Multi-Language Support
Distributed SQL Engine
Fault-Tolerant Cluster Computing
PIP Installation
Machine Learning
Adaptive Query Execution
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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