GoodData vs Zoho Analytics
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
GoodData offers more features (69 vs 59) and fewer integrations (10 vs 23). Both start at Contact Sales. GoodData has 68 unique features while Zoho Analytics has 58 unique features, with 1 features in common.
| GoodData | Zoho Analytics | |
|---|---|---|
| Category | Analytics | Analytics |
| Total Features | 69 | 59 |
| AI-Powered Features | 17 | 17 |
| Starting Price | Contact Sales | Contact Sales |
| Pricing Tiers | 2 | 0 |
| Integrations | 10 | 23 |
| Shared Features | 1 | |
| Shared Integrations | 3 | |
| Data Quality | 95% | 80% |
Feature Comparison by Category
AI (6 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| AI Assistant | ||
| AI Governance | ||
| AI Memory | ||
| MCP Server | ||
| One-Click ML | ||
| Vector Store |
AI & Analytics (0 vs 8)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Ask Zia Agent | ||
| Ask Zia for Data Analysis | ||
| Ask Zia for Data Engineering | ||
| Auto-Analysis | ||
| Diagnostic Insights | ||
| Embeddable Ask Zia Agent | ||
| Zia Insights | ||
| Zoho Analytics MCP Server |
AI Agents (8 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| 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 | Zoho Analytics |
|---|---|---|
| AI Hub |
AI Studio (0 vs 2)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| AutoML | ||
| Code Studio |
API (1 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Declarative API |
Analytics (3 vs 4)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Clustering | ||
| Diagnostic Analysis | ||
| Forecasting | ||
| Historic Analysis | ||
| Prebuilt Analytics | ||
| Trend and Pattern Identification | ||
| Usage Analytics |
Architecture (1 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Built-in Multitenancy |
Business Intelligence (1 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Scalable Enterprise Reporting |
Collaboration (0 vs 10)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Cliq Integration | ||
| Collaboration Tools | ||
| Data Stories | ||
| Email Collaboration | ||
| Microsoft Teams Integration | ||
| Publishing and Embedding | ||
| Sharing and Collaboration | ||
| Slack Integration | ||
| Web Portals | ||
| Zoho Show |
Customization (2 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Custom Domain URL | ||
| Custom Themes and Branding |
Data Governance (3 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Analytics Catalog | ||
| Governed Content Publishing | ||
| Ontology Extraction |
Data Integration (4 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Data Blending | ||
| Data Connectivity | ||
| FlexConnect Embedded Logic | ||
| FlexConnect Functionality |
Data Management (4 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| AI Lake | ||
| Data Embedding | ||
| Data Product Management | ||
| Knowledge Graphs |
Data Modeling (1 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Semantic Layer |
Data Preparation (0 vs 4)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Data Pipeline Builder | ||
| Data Preparation Studio | ||
| Metrics Layer | ||
| Smart Data Blending |
Data Processing (2 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Direct and Import Modes | ||
| FlexQuery Storage |
Deployment (3 vs 4)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Cloud Deployment | ||
| Embedded Deployment | ||
| Fully Managed SaaS | ||
| Multi-Region Deployment | ||
| On-Premise Deployment | ||
| Public/Private Cloud Deployment | ||
| Self-Hosted Deployment |
DevOps (1 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| CI/CD Support |
Developer Tools (3 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Open-source Metadata Tools | ||
| Python SDK | ||
| React SDK |
Discovery (1 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Smart Search |
Embedded BI (0 vs 2)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Embedded Analytics | ||
| Self-Service Analytics Portal |
Embedding (3 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| API Embedding | ||
| Web Components Embedding | ||
| iFrame Embedding |
Extensibility (0 vs 2)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| APIs and SDKs | ||
| Zoho Marketplace |
Infrastructure (1 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Dedicated Cluster |
Integration (1 vs 4)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Advanced Workflow Integrations | ||
| Business App Integration | ||
| Custom Connectors | ||
| Data Integration | ||
| Live Connect |
Internationalization (1 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Localization |
Mobility (0 vs 2)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Mobile BI App | ||
| Mobile Dashboards App |
Performance (1 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Cache Results |
Predictive AI (0 vs 6)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Anomaly Detection | ||
| Clustering | ||
| Data Alerts | ||
| Forecasting & Trend Analysis | ||
| Predictive Analysis | ||
| What-If Analysis |
Reporting (2 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Custom Dashboard Plugins | ||
| Unlimited Dashboards |
Security (10 vs 5)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| Activity Logging | ||
| Audit Log | ||
| Data Backup | ||
| Data Security | ||
| FedRAMP Compliance | ||
| Fine-Grained Access Control | ||
| GDPR Compliance | ||
| HIPAA Compliance | ||
| ISO 27001 Compliance | ||
| OIDC Authentication | ||
| Role-Based Access | ||
| SAML Authentication | ||
| SOC 2 Certification | ||
| Single Sign-On (SSO) | ||
| WCAG AA Accessibility |
Service Level (1 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| 99.5% Uptime SLA |
Support (4 vs 0)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| 24/7 Support with SLA | ||
| Dedicated Customer Success Manager | ||
| Onboarding Support | ||
| Standard Community Support |
Visualization (0 vs 6)
| Feature | GoodData | Zoho Analytics |
|---|---|---|
| 50+ Visualizations | ||
| Dashboard Designer | ||
| Drag-and-Drop Visualization Builder | ||
| Geo-Visualization | ||
| Interactive Visualizations | ||
| Visualization Recommendations |
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
Forecasting
Usage Analytics
Declarative API
Built-in Multitenancy
Scalable Enterprise Reporting
+ 48 more unique features
Only in Zoho Analytics (58)
Ask Zia Agent
Ask Zia for Data Analysis
Ask Zia for Data Engineering
Auto-Analysis
Diagnostic Insights
Embeddable Ask Zia Agent
Zia Insights
Zoho Analytics MCP Server
AutoML
Code Studio
Diagnostic Analysis
Historic Analysis
Prebuilt Analytics
Trend and Pattern Identification
Cliq Integration
Collaboration Tools
Data Stories
Email Collaboration
Microsoft Teams Integration
Publishing and Embedding
+ 38 more unique features
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