GoodData vs KNIME
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
GoodData offers more features (69 vs 45) and fewer integrations (10 vs 51). Starting price: GoodData at Contact Sales vs KNIME at $19/mo. GoodData has 68 unique features while KNIME has 44 unique features, with 1 features in common.
| GoodData | KNIME | |
|---|---|---|
| Category | Analytics | Analytics |
| Total Features | 69 | 45 |
| AI-Powered Features | 17 | 6 |
| Starting Price | Contact Sales | $19/mo |
| Pricing Tiers | 2 | 4 |
| Integrations | 10 | 51 |
| Shared Features | 1 | |
| Shared Integrations | 6 | |
| Data Quality | 95% | 90% |
Feature Comparison by Category
AI (6 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| AI Assistant | ||
| AI Governance | ||
| AI Memory | ||
| MCP Server | ||
| One-Click ML | ||
| Vector Store |
AI Agents (8 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| AI-Driven Agentic Applications | ||
| Anomaly & Root Cause Investigation Agent | ||
| Conversion Optimization Agent | ||
| Custom Agents | ||
| Customer Retention Agent | ||
| Inventory Optimization Agent | ||
| Portfolio Rebalancing Assistant | ||
| Semantic Quality Agent |
AI Development (1 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| AI Hub |
AI/ML (0 vs 4)
| Feature | GoodData | KNIME |
|---|---|---|
| Deep Learning | ||
| Generative AI Integration | ||
| K-AI Assistant | ||
| Machine Learning & Predictive AI |
API (1 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| Declarative API |
Administration (0 vs 1)
| Feature | GoodData | KNIME |
|---|---|---|
| Centralized Administration |
Analytics (3 vs 1)
| Feature | GoodData | KNIME |
|---|---|---|
| Clustering | ||
| Data Analytics | ||
| Forecasting | ||
| Usage Analytics |
Architecture (1 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| Built-in Multitenancy |
Automation (0 vs 1)
| Feature | GoodData | KNIME |
|---|---|---|
| Workflow Scheduling & Automation |
Business Intelligence (1 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| Scalable Enterprise Reporting |
Collaboration (0 vs 4)
| Feature | GoodData | KNIME |
|---|---|---|
| Collaboration & Sharing | ||
| Multi-Team Collaboration | ||
| Version Control | ||
| Workflow Reusability |
Community (0 vs 1)
| Feature | GoodData | KNIME |
|---|---|---|
| Community Forum |
Core Functionality (0 vs 1)
| Feature | GoodData | KNIME |
|---|---|---|
| Visual Workflow Builder |
Customization (2 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| Custom Domain URL | ||
| Custom Themes and Branding |
Data Governance (3 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| Analytics Catalog | ||
| Governed Content Publishing | ||
| Ontology Extraction |
Data Integration (4 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| Data Blending | ||
| Data Connectivity | ||
| FlexConnect Embedded Logic | ||
| FlexConnect Functionality |
Data Management (4 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| AI Lake | ||
| Data Embedding | ||
| Data Product Management | ||
| Knowledge Graphs |
Data Modeling (1 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| Semantic Layer |
Data Preparation (0 vs 3)
| Feature | GoodData | KNIME |
|---|---|---|
| Data Blending | ||
| Data Transformation & Cleaning | ||
| Data Type Support |
Data Processing (2 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| Direct and Import Modes | ||
| FlexQuery Storage |
Deployment (3 vs 2)
| Feature | GoodData | KNIME |
|---|---|---|
| Data App Deployment | ||
| Fully Managed SaaS | ||
| Multi-Region Deployment | ||
| REST API Deployment | ||
| Self-Hosted Deployment |
DevOps (1 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| CI/CD Support |
Developer Tools (3 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| Open-source Metadata Tools | ||
| Python SDK | ||
| React SDK |
Development (0 vs 3)
| Feature | GoodData | KNIME |
|---|---|---|
| Code Environment Management | ||
| Code Integration | ||
| Custom Node Development |
Discovery (1 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| Smart Search |
Embedding (3 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| API Embedding | ||
| Web Components Embedding | ||
| iFrame Embedding |
Governance (0 vs 5)
| Feature | GoodData | KNIME |
|---|---|---|
| AI Model Management | ||
| Automated Testing & Validation | ||
| GenAI Gateway | ||
| Model Validation & Monitoring | ||
| Staged Deployment |
Infrastructure (1 vs 5)
| Feature | GoodData | KNIME |
|---|---|---|
| Cloud-Native Architecture | ||
| Dedicated Cluster | ||
| Extended Disk Space | ||
| High Availability Setup | ||
| Kubernetes Deployment | ||
| Resource Allocation & Scaling |
Integration (1 vs 2)
| Feature | GoodData | KNIME |
|---|---|---|
| Advanced Workflow Integrations | ||
| Data Access & Connectors | ||
| REST API Control |
Internationalization (1 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| Localization |
Learning (0 vs 1)
| Feature | GoodData | KNIME |
|---|---|---|
| Self-Paced Courses |
Monitoring (0 vs 1)
| Feature | GoodData | KNIME |
|---|---|---|
| Workflow Monitoring |
Organization (0 vs 1)
| Feature | GoodData | KNIME |
|---|---|---|
| Custom Collections |
Output (0 vs 1)
| Feature | GoodData | KNIME |
|---|---|---|
| Report Generation |
Performance (1 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| Cache Results |
Reporting (2 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| Custom Dashboard Plugins | ||
| Unlimited Dashboards |
Security (10 vs 5)
| Feature | GoodData | KNIME |
|---|---|---|
| Audit Log | ||
| FedRAMP Compliance | ||
| Fine-Grained Permissions | ||
| GDPR Compliance | ||
| HIPAA Compliance | ||
| ISO 27001 Compliance | ||
| LDAP & OAuth Authentication | ||
| OIDC Authentication | ||
| Read-Only Access | ||
| SAML Authentication | ||
| SCIM Synchronization | ||
| SOC 2 Certification | ||
| Secrets Management | ||
| Single Sign-On (SSO) | ||
| WCAG AA Accessibility |
Service Level (1 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| 99.5% Uptime SLA |
Specialized Analytics (0 vs 2)
| Feature | GoodData | KNIME |
|---|---|---|
| Geospatial Analysis | ||
| Image Analysis |
Support (4 vs 0)
| Feature | GoodData | KNIME |
|---|---|---|
| 24/7 Support with SLA | ||
| Dedicated Customer Success Manager | ||
| Onboarding Support | ||
| Standard Community Support |
Visualization (0 vs 1)
| Feature | GoodData | KNIME |
|---|---|---|
| Interactive Data Visualization |
Unique Features
Only in GoodData (68)
AI Assistant
AI Governance
AI Memory
MCP Server
One-Click ML
Vector Store
AI-Driven Agentic Applications
Anomaly & Root Cause Investigation Agent
Conversion Optimization Agent
Custom Agents
Customer Retention Agent
Inventory Optimization Agent
Portfolio Rebalancing Assistant
Semantic Quality Agent
AI Hub
Clustering
Forecasting
Usage Analytics
Declarative API
Built-in Multitenancy
+ 48 more unique features
Only in KNIME (44)
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 Transformation & Cleaning
Data Type Support
Data App Deployment
REST API Deployment
Code Environment Management
Code Integration
Custom Node Development
+ 24 more unique features
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