GoodData vs Sumo
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
GoodData offers more features (69 vs 6) and more integrations (10 vs 5). Starting price: GoodData at Contact Sales vs Sumo at $2.4/mo. GoodData has 69 unique features while Sumo has 6 unique features, with 0 features in common.
| GoodData | Sumo | |
|---|---|---|
| Category | Analytics | Analytics |
| Total Features | 69 | 6 |
| AI-Powered Features | 17 | 0 |
| Starting Price | Contact Sales | $2.4/mo |
| Pricing Tiers | 2 | 1 |
| Integrations | 10 | 5 |
| Shared Features | 0 | |
| Shared Integrations | 0 | |
| Data Quality | 95% | 60% |
Feature Comparison by Category
AI (6 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| AI Assistant | ||
| AI Governance | ||
| AI Memory | ||
| MCP Server | ||
| One-Click ML | ||
| Vector Store |
AI Agents (8 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| 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 | Sumo |
|---|---|---|
| AI Hub |
API (1 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Declarative API |
Analytics (3 vs 1)
| Feature | GoodData | Sumo |
|---|---|---|
| Clustering | ||
| Forecasting | ||
| Savings Compounding | ||
| Usage Analytics |
Architecture (1 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Built-in Multitenancy |
Business Intelligence (1 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Scalable Enterprise Reporting |
Customization (2 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Custom Domain URL | ||
| Custom Themes and Branding |
Data Governance (3 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Analytics Catalog | ||
| Governed Content Publishing | ||
| Ontology Extraction |
Data Integration (4 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Data Blending | ||
| Data Connectivity | ||
| FlexConnect Embedded Logic | ||
| FlexConnect Functionality |
Data Management (4 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| AI Lake | ||
| Data Embedding | ||
| Data Product Management | ||
| Knowledge Graphs |
Data Modeling (1 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Semantic Layer |
Data Processing (2 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Direct and Import Modes | ||
| FlexQuery Storage |
Deals (0 vs 1)
| Feature | GoodData | Sumo |
|---|---|---|
| Exclusive Discounts |
Deployment (3 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Fully Managed SaaS | ||
| Multi-Region Deployment | ||
| Self-Hosted Deployment |
DevOps (1 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| CI/CD Support |
Developer Tools (3 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Open-source Metadata Tools | ||
| Python SDK | ||
| React SDK |
Discovery (1 vs 1)
| Feature | GoodData | Sumo |
|---|---|---|
| Deal Curation | ||
| Smart Search |
Embedding (3 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| API Embedding | ||
| Web Components Embedding | ||
| iFrame Embedding |
Flexibility (0 vs 1)
| Feature | GoodData | Sumo |
|---|---|---|
| Cancel Anytime |
Infrastructure (1 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Dedicated Cluster |
Integration (1 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Advanced Workflow Integrations |
Internationalization (1 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Localization |
Performance (1 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Cache Results |
Pricing (0 vs 2)
| Feature | GoodData | Sumo |
|---|---|---|
| Discount Renewal | ||
| Lifetime Discount Lock |
Reporting (2 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Custom Dashboard Plugins | ||
| Unlimited Dashboards |
Security (10 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| Audit Log | ||
| FedRAMP Compliance | ||
| GDPR Compliance | ||
| HIPAA Compliance | ||
| ISO 27001 Compliance | ||
| OIDC Authentication | ||
| SAML Authentication | ||
| SOC 2 Certification | ||
| Single Sign-On (SSO) | ||
| WCAG AA Accessibility |
Service Level (1 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| 99.5% Uptime SLA |
Support (4 vs 0)
| Feature | GoodData | Sumo |
|---|---|---|
| 24/7 Support with SLA | ||
| Dedicated Customer Success Manager | ||
| Onboarding Support | ||
| Standard Community Support |
Unique Features
Only in GoodData (69)
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
+ 49 more unique features
Only in Sumo (6)
Savings Compounding
Exclusive Discounts
Deal Curation
Cancel Anytime
Discount Renewal
Lifetime Discount Lock
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