GoodData vs Singular
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
GoodData offers more features (69 vs 64) and more integrations (10 vs 0). Starting price: GoodData at Contact Sales vs Singular at $0.05/mo. GoodData has 67 unique features while Singular has 62 unique features, with 2 features in common.
| GoodData | Singular | |
|---|---|---|
| Category | Analytics | Analytics |
| Total Features | 69 | 64 |
| AI-Powered Features | 17 | 4 |
| Starting Price | Contact Sales | $0.05/mo |
| Pricing Tiers | 2 | 3 |
| Integrations | 10 | 0 |
| Shared Features | 2 | |
| Shared Integrations | 0 | |
| Data Quality | 95% | 80% |
Feature Comparison by Category
AI (6 vs 3)
| Feature | GoodData | Singular |
|---|---|---|
| AI Agents | ||
| AI Assistant | ||
| AI Governance | ||
| AI Memory | ||
| AI-Powered Insights | ||
| MCP Server | ||
| One-Click ML | ||
| SKAdNetwork Cohort Prediction | ||
| Vector Store |
AI Agents (8 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| 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 | Singular |
|---|---|---|
| AI Hub |
API (1 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| Declarative API |
Admin & Access (0 vs 2)
| Feature | GoodData | Singular |
|---|---|---|
| Single Sign-On (SSO) | ||
| User Permission Management |
Analytics (3 vs 4)
| Feature | GoodData | Singular |
|---|---|---|
| Ad Monetization Analytics | ||
| Ad Revenue Tracking | ||
| Clustering | ||
| Forecasting | ||
| LTV & ROAS Analysis | ||
| Modeled SKAN Analytics | ||
| Usage Analytics |
Architecture (1 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| Built-in Multitenancy |
Attribution (0 vs 13)
| Feature | GoodData | Singular |
|---|---|---|
| Ad Revenue Attribution | ||
| Click and Impression Tracking | ||
| Cross-Device Attribution | ||
| Cross-Subdomain Attribution | ||
| Custom Attribution Settings | ||
| Flexible Tracking Link Settings | ||
| Omni-Channel Attribution | ||
| Re-engagement Tracking | ||
| SKAdNetwork Attribution | ||
| Server-to-Server Attribution | ||
| Tracking Link Manager | ||
| Web Attribution URL Builder | ||
| Web-to-App Attribution |
Audience Management (0 vs 4)
| Feature | GoodData | Singular |
|---|---|---|
| Advanced Audiences | ||
| Audience Builder | ||
| Hourly Audience Syncs | ||
| Synced Audiences |
Business Intelligence (1 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| Scalable Enterprise Reporting |
Customization (2 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| Custom Domain URL | ||
| Custom Themes and Branding |
Data Accessibility (0 vs 2)
| Feature | GoodData | Singular |
|---|---|---|
| Device-Level Exports | ||
| Real-Time Webhooks & BI Postbacks |
Data Governance (3 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| Analytics Catalog | ||
| Governed Content Publishing | ||
| Ontology Extraction |
Data Integration (4 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| Data Blending | ||
| Data Connectivity | ||
| FlexConnect Embedded Logic | ||
| FlexConnect Functionality |
Data Management (4 vs 6)
| Feature | GoodData | Singular |
|---|---|---|
| AI Lake | ||
| Custom Retention Rules | ||
| Data Embedding | ||
| Data Governance | ||
| Data Product Management | ||
| ETL & Reverse-ETL | ||
| ETL with Customizable Schemas | ||
| Faster CAPIs | ||
| Knowledge Graphs | ||
| Unified Data Platform |
Data Modeling (1 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| Semantic Layer |
Data Processing (2 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| Direct and Import Modes | ||
| FlexQuery Storage |
Deployment (3 vs 1)
| Feature | GoodData | Singular |
|---|---|---|
| Fully Managed SaaS | ||
| Multi-Region Deployment | ||
| Private Cloud | ||
| Self-Hosted Deployment |
DevOps (1 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| CI/CD Support |
Developer Tools (3 vs 5)
| Feature | GoodData | Singular |
|---|---|---|
| Downstream Events API | ||
| Mobile SDK | ||
| Open-source Metadata Tools | ||
| Powerful APIs | ||
| Python SDK | ||
| React SDK | ||
| Reporting API | ||
| Web SDK |
Discovery (1 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| Smart Search |
Embedding (3 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| API Embedding | ||
| Web Components Embedding | ||
| iFrame Embedding |
Fraud Prevention (0 vs 3)
| Feature | GoodData | Singular |
|---|---|---|
| Core Fraud Detection & Prevention | ||
| Custom Fraud Rules | ||
| Fraud Prevention |
Infrastructure (1 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| Dedicated Cluster |
Integration (1 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| Advanced Workflow Integrations |
Integrations (0 vs 1)
| Feature | GoodData | Singular |
|---|---|---|
| MCP Integrations |
Internationalization (1 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| Localization |
Performance (1 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| Cache Results |
Privacy & Security (0 vs 3)
| Feature | GoodData | Singular |
|---|---|---|
| GDPR & CCPA Compliance | ||
| Privacy API Suite | ||
| Two-Factor Authentication |
Reporting (2 vs 6)
| Feature | GoodData | Singular |
|---|---|---|
| Creative Reporting | ||
| Cross-Platform Reports | ||
| Custom Dashboard Plugins | ||
| Customizable Dashboards | ||
| Flexible Cohort Reports | ||
| Multiple Cohort Views | ||
| Retention Reports | ||
| Unlimited Dashboards |
Security (10 vs 0)
| Feature | GoodData | Singular |
|---|---|---|
| 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 | Singular |
|---|---|---|
| 99.5% Uptime SLA |
Support (4 vs 8)
| Feature | GoodData | Singular |
|---|---|---|
| 1-on-1 Solutions Engineer Onboarding | ||
| 24/7 Support with SLA | ||
| Customer Experience Team | ||
| Dedicated Customer Success Manager | ||
| Dedicated Slack Channel | ||
| Email Support | ||
| Enterprise-Grade SLA | ||
| Extensive Help Center | ||
| Onboarding Support | ||
| Solutions Engineer Onboarding | ||
| Standard Community Support |
User Journey (0 vs 3)
| Feature | GoodData | Singular |
|---|---|---|
| Deep Linking | ||
| Deferred Deep Linking | ||
| Dynamic Banners |
Unique Features
Only in GoodData (67)
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
+ 47 more unique features
Only in Singular (62)
User Permission Management
AI Agents
AI-Powered Insights
SKAdNetwork Cohort Prediction
Ad Monetization Analytics
Ad Revenue Tracking
LTV & ROAS Analysis
Modeled SKAN Analytics
Ad Revenue Attribution
Click and Impression Tracking
Cross-Device Attribution
Cross-Subdomain Attribution
Custom Attribution Settings
Flexible Tracking Link Settings
Omni-Channel Attribution
Re-engagement Tracking
Server-to-Server Attribution
SKAdNetwork Attribution
Tracking Link Manager
Web Attribution URL Builder
+ 42 more unique features
Want to build your own alternative to GoodData or Singular?
Analyze it with Reap