Apache Spark vs Countly
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Apache Spark offers fewer features (12 vs 83) and fewer integrations (4 vs 9). Starting price: Apache Spark at Contact Sales vs Countly at $40/mo. Apache Spark has 12 unique features while Countly has 83 unique features, with 0 features in common.
| Apache Spark | Countly | |
|---|---|---|
| Category | Analytics | Analytics |
| Total Features | 12 | 83 |
| AI-Powered Features | 1 | 2 |
| Starting Price | Contact Sales | $40/mo |
| Pricing Tiers | 0 | 3 |
| Integrations | 4 | 9 |
| Shared Features | 0 | |
| Shared Integrations | 0 | |
| Data Quality | 40% | 90% |
Feature Comparison by Category
AI (0 vs 2)
| Feature | Apache Spark | Countly |
|---|---|---|
| AI Agent Cee | ||
| AI-powered Analytics |
Analytics (2 vs 29)
| Feature | Apache Spark | Countly |
|---|---|---|
| ANSI SQL Support | ||
| Acquisition | ||
| Activity Map | ||
| Browsers | ||
| Consolidate | ||
| Data Points | ||
| Densities | ||
| Desktop Analytics | ||
| Drill (Advanced Segmentation) | ||
| Events | ||
| Flows | ||
| Formulas | ||
| Funnels | ||
| Geo | ||
| Heatmaps |
Customization (0 vs 1)
| Feature | Apache Spark | Countly |
|---|---|---|
| White Labeling |
Data Management (0 vs 5)
| Feature | Apache Spark | Countly |
|---|---|---|
| Data Manager | ||
| Data Migration | ||
| Data Populator | ||
| Filtering Rules | ||
| Incoming Data Logs |
Data Processing (2 vs 0)
| Feature | Apache Spark | Countly |
|---|---|---|
| Batch/Streaming Data Processing | ||
| Structured and Unstructured Data Support |
Data Science (1 vs 0)
| Feature | Apache Spark | Countly |
|---|---|---|
| Exploratory Data Analysis (EDA) |
Deployment (1 vs 0)
| Feature | Apache Spark | Countly |
|---|---|---|
| Docker Support |
Developer Experience (1 vs 0)
| Feature | Apache Spark | Countly |
|---|---|---|
| Multi-Language Support |
Engagement (0 vs 5)
| Feature | Apache Spark | Countly |
|---|---|---|
| Content Builder | ||
| Geolocations | ||
| Journeys | ||
| Push Approver | ||
| Push Notifications |
Engine (1 vs 0)
| Feature | Apache Spark | Countly |
|---|---|---|
| Distributed SQL Engine |
Extensibility (0 vs 1)
| Feature | Apache Spark | Countly |
|---|---|---|
| Plugin Uploader |
Feedback (0 vs 3)
| Feature | Apache Spark | Countly |
|---|---|---|
| NPS® | ||
| Ratings | ||
| Surveys |
Infrastructure (1 vs 1)
| Feature | Apache Spark | Countly |
|---|---|---|
| Fault-Tolerant Cluster Computing | ||
| Gateway |
Installation (1 vs 0)
| Feature | Apache Spark | Countly |
|---|---|---|
| PIP Installation |
Integration (0 vs 1)
| Feature | Apache Spark | Countly |
|---|---|---|
| App Consolidation |
Integrations (0 vs 3)
| Feature | Apache Spark | Countly |
|---|---|---|
| Adjust Integration | ||
| Hooks | ||
| Jira Integration |
Machine Learning (1 vs 0)
| Feature | Apache Spark | Countly |
|---|---|---|
| Machine Learning |
Management (0 vs 4)
| Feature | Apache Spark | Countly |
|---|---|---|
| Config Transfer | ||
| Database Viewer | ||
| Groups | ||
| Server Logs |
Notifications (0 vs 1)
| Feature | Apache Spark | Countly |
|---|---|---|
| Alerts |
Performance (1 vs 0)
| Feature | Apache Spark | Countly |
|---|---|---|
| Adaptive Query Execution |
Performance Monitoring (0 vs 3)
| Feature | Apache Spark | Countly |
|---|---|---|
| Crashes and Errors | ||
| Performance Monitoring | ||
| Symbolication |
Privacy (0 vs 1)
| Feature | Apache Spark | Countly |
|---|---|---|
| Compliance Hub |
Professional Services (0 vs 5)
| Feature | Apache Spark | Countly |
|---|---|---|
| Custom Development | ||
| Plugin Development Support | ||
| SDK Integration Support | ||
| Server Installation | ||
| Server Maintenance |
Reporting (0 vs 3)
| Feature | Apache Spark | Countly |
|---|---|---|
| Compare | ||
| Dashboards | ||
| Email Reports |
Security (0 vs 12)
| Feature | Apache Spark | Countly |
|---|---|---|
| Active Directory (SSO) | ||
| Audit Logs | ||
| Authentication Speed | ||
| Authentication and Authorization | ||
| Azure AD (SSO) | ||
| Cognito (SSO) | ||
| Configurable Password Policies | ||
| LDAP (SSO) | ||
| Okta (SSO) | ||
| Role-based User Management | ||
| Two-Factor Authentication | ||
| reCAPTCHA |
Segmentation (0 vs 1)
| Feature | Apache Spark | Countly |
|---|---|---|
| Cohorts |
Testing (0 vs 2)
| Feature | Apache Spark | Countly |
|---|---|---|
| A/B Testing | ||
| Remote Config |
Unique Features
Only in Apache Spark (12)
ANSI SQL Support
SQL Analytics
Batch/Streaming Data Processing
Structured and Unstructured Data Support
Exploratory Data Analysis (EDA)
Docker Support
Multi-Language Support
Distributed SQL Engine
Fault-Tolerant Cluster Computing
PIP Installation
Machine Learning
Adaptive Query Execution
Only in Countly (83)
AI Agent Cee
AI-powered Analytics
Acquisition
Activity Map
Browsers
Consolidate
Data Points
Densities
Desktop Analytics
Drill (Advanced Segmentation)
Events
Flows
Formulas
Funnels
Geo
Heatmaps
Languages
Mobile Analytics
Online Users
Retention
+ 63 more unique features
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