GoodData vs Sigma
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
GoodData offers more features (69 vs 32) and more integrations (10 vs 2). Both start at Contact Sales. GoodData has 68 unique features while Sigma has 31 unique features, with 1 features in common.
| GoodData | Sigma | |
|---|---|---|
| Category | Analytics | Analytics |
| Total Features | 69 | 32 |
| AI-Powered Features | 17 | 10 |
| Starting Price | Contact Sales | Contact Sales |
| Pricing Tiers | 2 | 0 |
| Integrations | 10 | 2 |
| Shared Features | 1 | |
| Shared Integrations | 2 | |
| Data Quality | 95% | 50% |
Feature Comparison by Category
AI (6 vs 4)
| Feature | GoodData | Sigma |
|---|---|---|
| AI Apps Platform | ||
| AI Assistant | ||
| AI Builder | ||
| AI Governance | ||
| AI Memory | ||
| Integrated Enterprise AI | ||
| MCP Server | ||
| Natural Language Query (NLQ) | ||
| One-Click ML | ||
| Vector Store |
AI Agents (8 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| 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 | Sigma |
|---|---|---|
| AI Hub |
API (1 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| Declarative API |
Analysis (0 vs 2)
| Feature | GoodData | Sigma |
|---|---|---|
| Drill-down | ||
| Self-service Analytics |
Analytics (3 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| Clustering | ||
| Forecasting | ||
| Usage Analytics |
Architecture (1 vs 1)
| Feature | GoodData | Sigma |
|---|---|---|
| Built-in Multitenancy | ||
| Warehouse-native Architecture |
Automation (0 vs 2)
| Feature | GoodData | Sigma |
|---|---|---|
| AI Automation | ||
| Writeback Actions |
Business Intelligence (1 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| Scalable Enterprise Reporting |
Customization (2 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| Custom Domain URL | ||
| Custom Themes and Branding |
Data Governance (3 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| Analytics Catalog | ||
| Governed Content Publishing | ||
| Ontology Extraction |
Data Integration (4 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| Data Blending | ||
| Data Connectivity | ||
| FlexConnect Embedded Logic | ||
| FlexConnect Functionality |
Data Management (4 vs 1)
| Feature | GoodData | Sigma |
|---|---|---|
| AI Lake | ||
| Data Embedding | ||
| Data Models | ||
| Data Product Management | ||
| Knowledge Graphs |
Data Modeling (1 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| Semantic Layer |
Data Processing (2 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| Direct and Import Modes | ||
| FlexQuery Storage |
Deployment (3 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| Fully Managed SaaS | ||
| Multi-Region Deployment | ||
| Self-Hosted Deployment |
DevOps (1 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| CI/CD Support |
Developer Tools (3 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| Open-source Metadata Tools | ||
| Python SDK | ||
| React SDK |
Development (0 vs 1)
| Feature | GoodData | Sigma |
|---|---|---|
| Unified Application Workspace |
Discovery (1 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| Smart Search |
Embedding (3 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| API Embedding | ||
| Web Components Embedding | ||
| iFrame Embedding |
Finance (0 vs 4)
| Feature | GoodData | Sigma |
|---|---|---|
| Budget and Variance Approvals | ||
| Delivery Tracking & Cash Flow Modeling | ||
| Driver-Based Expense Forecasting | ||
| Financial Planning & Analysis |
HR (0 vs 1)
| Feature | GoodData | Sigma |
|---|---|---|
| Headcount & Compensation Planning |
Infrastructure (1 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| Dedicated Cluster |
Integration (1 vs 3)
| Feature | GoodData | Sigma |
|---|---|---|
| Advanced Workflow Integrations | ||
| Embedded Analytics | ||
| React SDK | ||
| Sigma Tenants |
Internationalization (1 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| Localization |
Operations (0 vs 2)
| Feature | GoodData | Sigma |
|---|---|---|
| Demand Planning | ||
| Pricing Management |
Performance (1 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| Cache Results |
Reporting (2 vs 5)
| Feature | GoodData | Sigma |
|---|---|---|
| Custom Dashboard Plugins | ||
| Dashboards & Analysis | ||
| PDF Export | ||
| Paginated Reports | ||
| Pixel-Perfect Reports | ||
| Report Bursting | ||
| Unlimited Dashboards |
Sales (0 vs 2)
| Feature | GoodData | Sigma |
|---|---|---|
| Go-to-market Management | ||
| Sales Forecasting & Pipeline Management |
Security (10 vs 3)
| Feature | GoodData | Sigma |
|---|---|---|
| Audit Log | ||
| Enterprise Security & Governance | ||
| FedRAMP Compliance | ||
| GDPR Compliance | ||
| HIPAA Compliance | ||
| ISO 27001 Compliance | ||
| OIDC Authentication | ||
| Permissions & Audit Management | ||
| SAML Authentication | ||
| SOC 2 Certification | ||
| Single Sign-On (SSO) | ||
| WCAG AA Accessibility | ||
| White-label SSO |
Service Level (1 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| 99.5% Uptime SLA |
Support (4 vs 0)
| Feature | GoodData | Sigma |
|---|---|---|
| 24/7 Support with SLA | ||
| Dedicated Customer Success Manager | ||
| Onboarding Support | ||
| Standard Community Support |
User Interface (0 vs 1)
| Feature | GoodData | Sigma |
|---|---|---|
| Spreadsheet UI |
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 Sigma (31)
AI Apps Platform
AI Builder
Integrated Enterprise AI
Natural Language Query (NLQ)
Drill-down
Self-service Analytics
Warehouse-native Architecture
AI Automation
Writeback Actions
Data Models
Unified Application Workspace
Budget and Variance Approvals
Delivery Tracking & Cash Flow Modeling
Driver-Based Expense Forecasting
Financial Planning & Analysis
Headcount & Compensation Planning
Embedded Analytics
Sigma Tenants
Demand Planning
Pricing Management
+ 11 more unique features
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